├── Results ├── Spatial_Transcriptomic_Heart │ ├── heart_w5_sample1_dwls.txt │ ├── heart_w5_sample2_dwls.txt │ ├── heart_w5_sample3_dwls.txt │ ├── heart_w5_sample4_dwls.txt │ ├── heart_w6_sample10_dwls.txt │ ├── heart_w6_sample11_dwls.txt │ ├── heart_w6_sample12_dwls.txt │ ├── heart_w6_sample13_dwls.txt │ ├── heart_w6_sample5_dwls.txt │ ├── heart_w6_sample6_dwls.txt │ ├── heart_w6_sample7_dwls.txt │ ├── heart_w6_sample8_dwls.txt │ ├── heart_w6_sample9_dwls.txt │ ├── heart_w9_sample14_dwls.txt │ ├── heart_w9_sample15_dwls.txt │ ├── heart_w9_sample16_dwls.txt │ ├── heart_w9_sample17_dwls.txt │ ├── heart_w9_sample18_dwls.txt │ └── heart_w9_sample19_dwls.txt └── Visium_Brain │ ├── visium_brain_1-10.pdf │ ├── visium_brain_11-21.pdf │ └── visium_brain_proportion.txt ├── codes ├── Heart_ST_tutorial_spatialDWLS.Rmd ├── Visium_Brain_spatialDWLS.Rmd └── seqFISH_plus_deconvolution.Rmd └── datasets ├── heart_development_ST ├── all_cells_count_matrix_filtered.tsv.zip ├── ens2symbol.txt ├── sample10_w6_exp.txt ├── sample10_w6_loc.txt ├── sc_meta.txt └── sig_exp.RData ├── mouse_brain_visium ├── sig_ct_exp.RData └── tissue_positions_list.csv └── simulate_data_seqFISH_plus ├── groudtruth_cell_percentage.txt ├── raw_somatosensory_sc_exp.txt.zip ├── simulated_seqFISH_grid_norm_exp.txt ├── simulated_seqFISH_grid_norm_exp.txt.zip └── somatosensory_sc_labels.txt /Results/Spatial_Transcriptomic_Heart/heart_w5_sample1_dwls.txt: -------------------------------------------------------------------------------- 1 | X1x17x20 X1x17x21 X1x17x22 X1x18x18 X1x18x19 X1x18x20 X1x18x21 X1x18x22 X1x18x23 X1x19x17 X1x19x18 X1x19x19 X1x19x20 X1x19x21 X1x19x22 X1x19x23 X1x20x17 X1x20x18 X1x20x19 X1x20x20 X1x20x21 X1x20x22 X1x20x23 X1x21x15 X1x21x16 X1x21x17 X1x21x18 X1x21x19 X1x21x20 X1x21x21 X1x21x22 X1x21x23 X1x22x15 X1x22x16 X1x22x17 X1x22x18 X1x22x19 X1x22x20 X1x22x21 X1x22x22 X1x22x23 X1x23x16 X1x23x17 X1x23x18 X1x23x19 X1x23x20 X1x23x21 X1x23x22 X1x24x17 X1x24x18 X1x24x19 X1x24x20 X1x24x21 X1x25x17 X1x25x18 X1x25x19 2 | Erythrocytes_2 0 0 0 0 0 0 0 0.0280540034412731 0 0.0518465919422471 0 0.0206174108724493 0 0 0 0.0599392315493211 0 0 0 0.0276953301402113 0 0 0 0 0 0 0.0194041332621217 0 0 0 0 0 0 0 0 0 0.0327340008342766 0 0 0 0 0 0.0219032733192611 0 0 0 0 0 0 0 0 0 0 0.159713809523471 0 0 3 | Epicardium_derived_cells 0.348335092300576 0.132516967411021 0 0.0915679653954054 0 0 0 0 0 0 0 0 0 0 0 0 0 0.169696794641712 0 0 0 0 0 0 0 0.232742702564021 0 0 0 0 0.130249823857325 0 0 0 0 0 0 0 0 0 0 0.0636911735280869 0 0.197731933074729 0.0360669727207456 0 0.117718704387232 0.0521519509510603 0 0.31290791341897 0.182093627070295 0 0 -8.59122959567526e-21 0.433706303095922 0 4 | Fibroblast_like_1 0 0 0.174735420720628 0 0 0 0 0 0 0 0 0 0.247268635326058 0 0 0 0 0 0.0378721414894367 0 0 0.0569294924066653 0 0 0.42035029613241 0 0.974073094638064 0.226336240340209 0 0 0 0 0.0204166768301389 0.572413784424939 0.962692325892807 0.814171584061585 0.819353096549087 0 0.202875230371273 0 0 0.00174945871388987 0.170925621357798 0 0 0.130737087781519 0 0 0 0 0 0 0 0 0 0 5 | Smooth_muscle_cells 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.595181994288832 0.360574809545702 0 0.00652277209981391 0 0 0 0 0 0.704490322881363 0.263707793241324 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 | Fibroblast_like_2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 | Endothelium_pericytes_adventitia 0 0 0 0 0.0530672717967049 0 0.126978618971039 0.141165758124049 0 0.124964713813889 0 0 0 0 0.189682239766838 0 0 0.207184047281032 0 0.139308402698004 0.109030081953975 0.0819967571208436 0.0954706628966274 0.340336874550412 0.218314204627035 0 0 0.245673771542457 0 0 0 0.156101556276074 0.275093000288498 0.163878422333737 0.0373076741071927 0.100446492738517 0 0.196163787887614 0.167857802943462 0 0.0618369674250129 0.330394937756189 0.0175445478333585 0 0 0 0 0 0 0.141347577864039 0 0 0 0.217781485864491 0 0 8 | Myoz2_enriched_cardiomyocytes 0 0 0 0.0639325067365141 0 0 0 0 0.0136809449004008 0.0162767726423598 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.00729554577866524 0 0 0 0 0 0 0 0 0 0 0.0603428437443437 0 0 0 0 0 0 0.190269143925631 0 0 0 0 0.0283011529858249 0.0491844113555846 0 0 0.249955071781879 9 | Cardiac_neural_crest_cells 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.000760689694853503 0 0 0 0 0 0 0 0 0 0 0.0853819231998976 0.147912902616636 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10 | Capillary_endothelium 0 0 5.75244963707151e-05 0 0.0869625795315691 0 0.142048122618414 0.285284086040209 0 0.31380756222399 0 0.457770041190408 0.158446754418122 0.253791967803541 0.33368613228546 0.360615270532332 0.340502730119035 0 0.19167445637128 0.282604224770955 0 0.102390833672701 0.0801596736916728 0 0 0 0 0.036979588071814 0 0.194234093522314 0 0.0973146877279416 0 0 0 0 0 0.207662300393188 0.338396132056948 0 0.284870076990914 0.131465514047815 0.12295891678457 0 0 0.529999337044669 0 0 0 0 0 0 0 0 0.164449442948524 0 11 | Erythrocytes_1 0 0.0212540920954616 0 0 0 0 0 0 0.155131902333535 0 0.0525919446040831 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0968651748895993 0 0 0.0241851444040829 0 0.124104163025699 0 0 0 0 0 0 0 0 0.0195205607881119 0 0 0 0.0370988280570595 0.0845179961919147 0 0 0.094470558522031 0 0 0 0 0.18249816414812 0 0 0.102229075962997 12 | Epicardial_cells 0.0382978860952092 0.0914603552405165 0 0 0.0685588636414454 0.0352378703258936 0.0588966796997674 0.0603455333135939 0 0 0.313101751153817 0.0591501906197665 0 0 0 0.160050956939572 2.25801094491749e-19 0.155283555314369 0.172823412232725 0 0.254020580005164 0.0317812297553617 0 0 0 0.00781713360346872 0 0.0911726286138434 0.251885144758614 0.17568181548814 0 0.158857649946563 0 0 0 0 0 0 0 0.115496260659021 0.279918787520005 0.21780098393003 0.176282309491006 0.213151678476634 0.316258716697954 0 0 0 0.349114237242545 0.355151465912329 0.0425174275828635 0.412627731336221 0 0 0 0 13 | Ventricular_cardiomyocytes 0.330148327464738 0.754768585253001 0.512686204266328 0.0514451863417173 0.182233665249477 0.964762129674106 0.215271410668587 0.226106987815813 0.831187152766064 0 0.0465942320717992 0.461899130828393 0.439852582334747 0.374164667757203 0.476631627947702 0.335324168836056 0.0678954545177521 0.0877950988840926 0.488899679144175 0.294451118264927 0.281616363978657 0.246676763885594 0.472735403766134 0 0 0.459649115238262 0 0.291820280051899 0.716634165058638 0.473980099431374 0.36620021222476 0.476970646309717 0 0 0 0 0 0.346381696006112 0.118305776235085 0.666335629785439 0.272437124356574 0 0.311513642045277 0.384240311084234 0.301516609120941 0.214857965883647 0.527534633173102 0.552533949884273 0.0885916849243346 0 0.286228526817778 0.352906164632079 0.701061412690143 0.0741146074275175 0.0288803442054503 0 14 | Atrial_cardiomyocytes 0.283218694139477 8.79182013159886e-19 0.149315297224897 0.793054341526363 0.609177619780804 0 0.42553273491806 0.259043631265063 0 0.493104359377514 0.587712072170301 0.00056322648898264 0.130259016242041 0.278392181435196 -1.22591885018994e-20 0.0840703721427187 0.591601815363213 0.334346926721914 0.0896366455620663 0.255940924125902 0.355332974062204 0.388879990006427 0.255869709997225 0 0 0.20292587370465 0 0.108017491379778 0 0.0995521254142217 0.379445800892217 0.0784066871565249 0 0 0 0 0 0.188392095430429 0.172565058393232 0.138304705023084 0.100937043707494 0.25489793202399 0.121487703488173 0.167777249307343 0.261639705268444 0.0726106407525712 0.164477518514034 0.300843540642636 0.562294077833121 0.190349160361503 0.489160418529064 0.206164951045875 0.0672560118061524 0.54839009718452 0.372963909750104 0.647815852255125 15 | Immune_cells 0 0 0.163205553291776 0 0 0 0.0312724331241325 0 0 0 0 0 0.0241730116790324 0.09365118300406 0 0 0 0.0456935771568811 0.0190936652003173 0 0 0.0913449331524071 0.09576454964834 0 0 0 0 0 0 0.0565518661439507 0 0.0323487725831795 0 0 0 0 0 0.061400120282657 0 0 0 0 0.0573839856805562 0 0 0.0517949685375933 0 0 0 0.000243882443158365 0 0 0 0 2.25890321306735e-19 0 16 | Fibroblast_like_3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0644811311607558 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 17 | -------------------------------------------------------------------------------- /Results/Spatial_Transcriptomic_Heart/heart_w5_sample2_dwls.txt: -------------------------------------------------------------------------------- 1 | X2x10x15 X2x10x17 X2x10x18 X2x10x19 X2x10x20 X2x10x21 X2x11x15 X2x11x16 X2x11x17 X2x11x18 X2x11x19 X2x11x20 X2x11x21 X2x11x22 X2x12x15 X2x12x16 X2x12x17 X2x12x18 X2x12x19 X2x12x20 X2x12x21 X2x13x12 X2x13x13 X2x13x14 X2x13x15 X2x13x16 X2x13x17 X2x13x18 X2x13x19 X2x13x20 X2x13x21 X2x14x13 X2x14x14 X2x14x15 X2x14x16 X2x14x17 X2x14x18 X2x14x19 X2x14x20 X2x14x21 X2x15x13 X2x15x14 X2x15x15 X2x15x16 X2x15x17 X2x15x18 X2x15x19 X2x15x20 X2x16x15 X2x16x17 X2x16x18 X2x16x19 X2x17x15 X2x17x16 X2x17x17 X2x9x17 X2x9x18 X2x9x19 X2x9x20 X2x9x21 2 | Erythrocytes_2 0 0.0346057035835023 0 0 0 0 0 0 0.0764786644464614 0 0.0209591143451976 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0217261223872013 0 0.0760702913821772 0.0172164268346132 0 0 0.0851960169507237 0 0.105938561217509 0 0 0 0 0 0 0 0 0 0 0.216411895712601 0.0887622342793165 0 0 0.0341949499482542 0.053404316372396 0 0 3 | Epicardium_derived_cells 0 0 0 0 0 0 0 0.0156091107512026 0 0 0 0 0 0 0.237296661330357 0.411757877506636 0 0 0 0 0 0 1.09235759843067e-19 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.157647981836853 0 0 0 0.130483226357587 0.0546289707123655 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.1439935902058 4 | Fibroblast_like_1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.153326273139081 0.0951846215292288 0 0.249042369497334 0 0 0 0 0.608375460429638 0.0977399856542369 0.63560903833242 0 0 0 0 0.035062402787009 0.234011874417838 0.310799717782068 0.704081877029718 0.377528326103398 0 0 0 0 0 -2.56032738228962e-19 0 0.201048792730686 0.0347536277593468 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 | Smooth_muscle_cells 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.346227144403993 0.334888467017304 0.0479046616346966 0.115900376506078 0.00877190802571735 0 0 0 0 0 0.404749368999564 0.195007870525188 0.00407829145941087 0 0 0 0 0 0 0.340862061056986 0 0 0.0810722692859164 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 | Fibroblast_like_2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.00157676337205401 0 0 0 0 0 0 0 0 0 0 0 0 0 -7.59973889510922e-19 0 0.326220968514341 0 0 0 0 0 0 0 0 0 0 7 | Endothelium_pericytes_adventitia 0 0.154553128458703 0.0617678741517835 0.11683821874603 0 0 0 0.0972184086250805 0 0.107272439996782 0.204806419570104 0 0 0.609971197477705 0.0486415767005909 0 0 0 0 0 0.149472600676125 0.107832947725456 0.323756201949752 0 0 0 0.0185635972672526 0 0 0.232851795400774 0 0.259583839401482 0.128467821126106 0.0928229353606735 0 0 0 0 0 0 0 0.139225072615255 0 0.102327521291868 0 0 0 0.0090903735848495 0.0389348511408754 0.0632774316014017 0.0430680350806424 0 0 0 0 0 0 0.0351515915344487 0 0 8 | Myoz2_enriched_cardiomyocytes 0 0.0333771486733067 0 0 0 0.285168936791644 0.0600566450603291 1.82366210977067e-09 0.16160862277696 0 0 0 0 0.172502135399992 0 0 0 0 0 0.239407914273366 0 0 0 0.038493133591272 0.0300302542494293 0.260175875075697 0 0 0 0 0 0.0309146812803471 0 0.0399502467620672 0.0672168634457651 0.0689201604178816 0 0 0.296007041371977 0 0.101546213216397 0.163388463630271 0.167414764665836 0.306951245032117 0 0.0660915325606997 0.0781802872278436 0.346887691602829 0 0.142858011512689 0.13471233973446 0.174373093982852 0.0337179982336897 0.0516284051391281 0 0 0.25534455092417 0 0 0 9 | Cardiac_neural_crest_cells 0 0 0 0 0 0 0 0.103331744136778 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.214071057847391 0 0 0 0 0 0 0.0451460637820172 0.187675828877542 0 0.246018108141581 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10 | Capillary_endothelium 0.0535611660786667 0.261160931962349 0.395795586048341 0.443822427160994 0.21941353624919 0.517406019343976 0.318128684217615 0 0.565534455933294 0.17046273965318 0.249667653864575 0.593104189917372 0.515578402573814 0 0.00125223164440702 0.136738605605902 0.147401467633931 0.165774681828916 0.00425094637806192 0.318841261568934 0.213935036705758 0.0866159063707537 0.124566834317146 0.0835390192139226 0 0 0.279779675204969 0.421157358334639 0.42261063234037 0.367466370845731 0.296704190540944 0 0 0 0 0.49008665171263 0.344045052195823 0.377206317706117 0.527730338663533 0.287563095608491 0.0933780604511006 0.222143604451715 0 0 0.165595900710576 0.499278323990036 0.587443002048875 0.303968344435245 0.0815849835422574 0 0.214072843432572 0.229410433295279 0.194265522691808 0.470030670740466 0.0802662922865614 0.162855121432814 0.327903712359651 0.288764312455004 0.320635534526701 0.0459899505632615 11 | Erythrocytes_1 0 0 0.0660216087653845 0.0504731376782861 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.115340722734315 0 0 0 0 0 0.0714536153101994 0 0 0.0538566612594661 0 0 0 0 0 0.0959876911987924 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.187142946698824 0.082970592122885 0 0.13308217300748 0.0608152571433701 0 0 0 12 | Epicardial_cells 0.360792660942813 0 0 0 0 0 0 0.366409461951723 0 0 0 0 0 0 0 0 0 0 0 0.000299477120625684 0 0.299131162942398 0.0892446005469963 0.152851530885352 0.195484845050828 0 0 0 0 0 0 0.0255941721187517 0 0.135763763628875 0 0 0 0 0 0.0580361003383331 0.411320369176512 0 0 0.068194382195141 0 0 0 0 0.19284572283738 0 0 0 0 0 0.429570944019441 0 0 0 0 0 13 | Ventricular_cardiomyocytes 0 0 0.476414931034491 0.38886621641469 0.340743260269517 0 0.0197331742712578 0 0.196378256843284 0.722264820350037 0.524566812220123 0.406895810082628 0.484421597426186 0.217526667122303 0 0.230959746142123 0.44774222249576 0.468931289771222 0.728733854283631 0 0.521251639883802 0 0 0 0 0 0.630203112217579 0.25010528780996 0.57738936765963 0.345825172494028 0.611271451153149 0 0 0 0 0.268935205288519 0.638738520969564 0.622793682293883 0 0 0 0.369304298085251 0.19588948398843 0 0.224078089832644 0.434630143449264 0.334376710723281 0 0 0 0 0 0.368461636663077 0.306608097718204 0 0.704062705559707 0.321741529624555 0.622679779638151 0.679364465473299 0.810016459230938 14 | Atrial_cardiomyocytes 0.585646172978521 0.445262618075659 0 0 0.344685961489556 0.183153545000887 0.552864541797686 0.417431272711554 0 0 0 0 0 0 0.712809530324645 0.0672174976062572 0.271415803208529 0.335865545914153 0.0179728298409728 0.441451347037074 0 0 0 0.0688361942451194 0.346773480692037 0.0954431785661654 0 0.328737353855401 0 0 0.0289764723762785 0 0.119884356871609 0 0.160465268825824 0 0 0 0.17626261996449 0.411556805265599 0 0 0.319474013766195 0.221237712714071 0.555697038744414 0 0 0.299754392052825 0.640313033816215 0.467643588371568 0.608146781752325 0.589209120501957 0 0 0.490162763693998 0 0 0 0 0 15 | Immune_cells 0 0.0710404692464801 0 0 0.0951572419917373 0.0142714988634923 0.0492169546531117 0 0 0 0 0 0 0 0 0 0.0382558851325519 0.0294284824857097 0 0 0 0 0 0 0 0 0 0 0 0 0.0279854831426191 0 0 0 0.148771433483432 0 0 0 0 0 0 0 0.116172944848853 0.0549800153639521 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16 | Fibroblast_like_3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.160192838557399 0.127543896168802 0 0 0 0 0 0 0 0 0 0.0581644048174876 0 0 0 0 0 0 0 0.0528932960990043 0 0 0 0 0 0 0.0402991983242514 0.0463214086632722 0 0 0.00700735221991221 0 0 0 0 0 0 0 0 17 | -------------------------------------------------------------------------------- /Results/Spatial_Transcriptomic_Heart/heart_w5_sample3_dwls.txt: -------------------------------------------------------------------------------- 1 | X3x13x14 X3x13x15 X3x13x16 X3x13x17 X3x13x18 X3x13x19 X3x13x20 X3x14x13 X3x14x14 X3x14x15 X3x14x16 X3x14x17 X3x14x18 X3x14x19 X3x14x20 X3x15x13 X3x15x14 X3x15x15 X3x15x16 X3x15x17 X3x15x18 X3x15x19 X3x15x20 X3x16x10 X3x16x11 X3x16x12 X3x16x13 X3x16x14 X3x16x15 X3x16x16 X3x16x17 X3x16x18 X3x16x19 X3x16x20 X3x17x10 X3x17x11 X3x17x12 X3x17x13 X3x17x14 X3x17x15 X3x17x16 X3x17x17 X3x17x18 X3x17x19 X3x17x20 X3x18x10 X3x18x11 X3x18x12 X3x18x13 X3x18x14 X3x18x15 X3x18x16 X3x18x17 X3x18x18 X3x18x19 X3x18x20 X3x19x13 X3x19x14 X3x19x15 X3x19x16 X3x19x17 X3x19x18 X3x19x19 X3x20x13 X3x20x14 X3x20x15 X3x20x16 X3x20x17 X3x20x18 X3x21x14 X3x21x15 2 | Erythrocytes_2 0.0424679241849319 0 0 0 0 0.0326036551863009 0 0 0 0 0.0328229922570356 0.030846914786549 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.170377613896987 0 0 0 0 0 0.0456880310272189 0 0 0 0 0 0 0.0346409222378045 0 0.0658712236038577 0 0 0 0 0 0 0 0 0.110694681855971 0 0 0 0 0 0 0 0.189977620645918 0.165483845359287 0 0 0 0.0629042757157668 0.0813650258259362 3 | Epicardium_derived_cells 0 0 0 0 0 0 0 0 0 0 0 0.062921419991854 0 0 0 0 0 0 0.00138243385936506 0.203433100374446 0 0 0 0 0 0 0 0 0 0.222540778545755 0 0 0 0 0 0 0 0 0.0431958310788712 0 0 0 0 0 0 0 0 0.136509410423291 0.12169628324723 0 0 0 0.0897304669812512 0 0 0 0 0 0 0 0 0 0 0 0 0 0.00220669040023744 0 0.10217550146906 0 0 4 | Fibroblast_like_1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0542782911218053 0 0 0 0 0 0 0 0 0 0 0 0 0.146686336759009 0.216841377003797 0 0.120921942793872 0 0 0 0 0 0.429944799944917 0.572573554447783 0.861257562305715 0.391942996624336 0.295634252250182 0 0 0 0 0 0 0 0 0.232883103765954 0.0856452352647869 0 0 0 0 0 0 0.213832891659189 0 0 0 0 0 0 0 0 0 0 0 0 0 5 | Smooth_muscle_cells 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.157498587132883 0 0 0 0 0 0 0 0.307411535753168 0.638275494679536 0.231470234585202 0.00111952343666396 0 0 0 0 0 0 0 0.830469008314912 0.919387846395656 0.564678868208536 0.326520336367379 0 0 0 0 0 0 0.02895536678307 0.151561466489916 0.366420661499181 0 0.25541466645155 0 0 0 0 0 0 0 0 0 0 0 0 0 0.273602286355044 0 0 0 0 0 0 0 0 6 | Fibroblast_like_2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.170887497924656 0 0 0 0 0 0 0 0 0.168424413761269 0.368608920584643 0.241347959475617 0 0 0 0 0 0.128797665065174 0 0 0 0 0 0 0 0 0 0 0.0920420492253683 0 0 0 0 0 0.123023862852501 0.256708225242676 0 0 0 0.493070050518098 0 0.106183769893425 0 0 0.113475094633692 0 0 0 0 0 0.301378036733129 0 0 0 0 7 | Endothelium_pericytes_adventitia 0 0.174899929209559 0 0.229085578822008 0 0 0.158248183241653 0 0 0 0 0 0.100305539435444 0 0.130715873389764 0.3465291562026 0.249914860587101 0 0.0713142910781324 0 0.010412692196998 0 0 0 0 0.199537824520229 0.209157293744338 0 0.148248842953669 0 0 0.258594758473952 0 0 0 0 0 0 0 0 0.0661157837807854 0.0837997632004577 0 0 0.363067358634138 0 0 0 0.0950014568335926 0.081877444828717 0 0.165261012580091 0 0 0 0 0 0 0.0490834478391822 0 0 0 0 0 0 0 0 0 0.183254056076186 0 0 8 | Myoz2_enriched_cardiomyocytes 0.0273775981106318 0 0 0 0.644648780217289 0.301070270750523 0 0.0115567954614905 0 0 0.693033546270391 0.543388326174217 0 0 0 0 0 0.50304846214978 0 0.0995939044231767 0 0 0 0 0 0 0 0 0 0.227005891699471 0.212354088265285 0 0.691586424418105 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.640551852104928 0 0.0750081606071535 0 0 0 0 0 0 0 0 0 0.140010449835986 0.0107304688638968 0 0.318632854695895 0.0886366454162901 0.0239881749644827 0.0624922545698596 0 0.011955003329541 0 0.175790528651517 0.0976332977130683 9 | Cardiac_neural_crest_cells 0 0 0 0 0 0 0 0 0 0.121027167869249 0 0 0 0.0359482178572172 0 0 0 0 0.0609424404313212 0 0 0 0 0.0715542183841059 0 0 0 0 0 0 0.0362262055393988 0 0 0 0 0.0806121536043445 0.00537633184654735 0.100906109184838 0.0421698840506637 0.156052926570155 0 0.151782571175128 0 0 0 0 0.060119986109925 0 0 0.0562686868842446 0.0875462298591072 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10 | Capillary_endothelium 0 0 0.26471285047582 0.259094254058984 0 0 0.227024349228424 0 0 0.138647846590368 0 0 0.364647229159717 0.397371654135987 0.0123333034828958 0 0 0 0.139634731615031 0 0.357640538895452 0.509302965426212 0.320599436080415 0 0.246769674678627 0 0 0.148462999074294 0.0862895474935004 0 0 0.100350227102219 0 0.244979030467669 0 0 0 0 0.00768869153753105 0.207091266877791 0.0730995014276391 0 0.314453725423992 0.139953497405212 0.0679151146609237 0 0 0 0.0268274171578741 0 0 0 0.432152780124099 0.301501270436474 0.592575158708352 0.00366248718734144 0 0 0.0449012915191771 0.497718202245385 0.23735512458663 0.054388972802858 0.0870643682516514 0 0 0 1.57479518011074e-19 0.283665855632013 0 0 0 11 | Erythrocytes_1 0.0585623294087688 0.0198827679963378 0 0.0239703916536241 0.157128074096216 0 0 0 0 0 0 0.0403828734569319 0 0 0 0.0237467638543475 0 0 0 0 0 0 0 0 0 0.0565236022816007 0 0 0 0.062064251270351 0 0 0 0 0 0 0 0 0 0 0.0272064361071927 0 0.0349609936918434 0.172926177987935 0 0 0 0.157067513867923 0 0 0 0 0 0 0 0 0.0511449022051881 0 0.0238922396174308 0 0 0 0.0612942901452286 0.150577619199771 0.361927920543208 0.339684831047949 0 0 0 0.235874639863127 0.0697855748099555 12 | Epicardial_cells 0 0.190407143738144 0 0.0566672083606111 0 0 0 0 0.402982147234554 0 0 0 0 0 0 0 0 0 0.110778180832338 0 0 0 0 0.545959744328109 0 0 0 0.0952480087178518 0.158889161672281 0 0.0174487314529417 0 0 0 0.169530991685088 0 0 0 0 0 0 0.140681333479858 0 0 0 0.813797611272279 0.573459352390894 0 0 0.168920972071298 0 0 0 0.0108701693424937 0 0 0 0.263226796445158 0.132997158218504 0 0 0 0 0 0 0 0.302940249280006 0 0 0 0 13 | Ventricular_cardiomyocytes 0 0.0830757359600496 0.477906510573904 0.332687733563108 0 0 0.614727467529923 0 0.0476013854915513 0.223933040667475 0 0 0.535041661450547 0.162243059573592 0.709530957903231 0.116087922876905 0.160455085202881 0 0.3794525525217 0 0.309352656275911 0.490697034573788 0.336743494015309 0 0 0.157117206377428 0.393296797194969 0.0501480825953005 0.216074207225649 0 0.514703205836513 0.295789532412462 0 0.368803054584783 0 0 0 0 0 0 0.481227967974454 0.249732375003698 0.426029418629315 0.38095044332583 0.4480201106965 0 0 0 0.312759072090411 0.11089650021677 0.520184618518451 0.178632428647058 0.392186387503049 0.360227056701878 0.407424841291649 0.247927940991867 0 0.0280681965163468 0.427824029440306 0.232619524154823 0.638439311915781 0.342786539750358 0.0797957654107713 0 0 0 0.166868633970664 0.584842533182122 0.714570442454754 0 0 14 | Atrial_cardiomyocytes 0.871592148295668 0.381726437694382 0.257380638950276 0.0984948335416648 0.198223145686496 0.666326074063176 3.44048908039721e-20 0.98844320453851 0.406703098234602 0.516391944872909 0.274143461472573 0.322460465590448 5.56995429158793e-06 0.404437068433204 -3.54587115933662e-19 0.356137569933265 0.418742556285361 0.49695153785022 0.174214579636274 0.696972995202377 0.322594112631639 0 0.342657069904276 0 0 0.186926718474272 0.027817465039386 0.131564155078861 0.15543967243045 0.488389078484422 0.0983458261119898 0.345265482011367 0.138035961684908 0.257420249882375 0 0 0 0 0 0.132244840910342 -1.32697075594653e-19 0.289303617532102 0.22455586225485 0.306169881281023 0 0 0 0 0.188301104219342 0.13562898601177 0.0715073710863785 0.349456688361164 0.0859303653916006 0.182510499251662 0 0.255339521302693 0.838160415938841 0.388688345485881 0.3213018333654 0.129651823763805 0 0.602824487446784 0.179610435141409 0.760785735383939 0.424106283846391 0.432339069022904 0.226606389615963 0 8.92643465444753e-19 0.52543055576959 0.75121610165104 15 | Immune_cells 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0931415741023039 0 0 0 0 0 0 0 0 0 0 0 0 0.0481934237840485 0 0 0 0 0 0 0 0 0 0 0 0 0.0214885836305241 0 0 0 0 0 0 0 0 0.0355354581311074 0.112092682418776 0 0 0.144891004267492 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16 | Fibroblast_like_3 0 0.150007985401527 0 0 0 0 0 0 0.142713369039292 0 0 0 0 0 0 0 0 0 0.0622807900258383 0 0 0 0 0.0750745015346173 0.114954830641836 0 0 0.138349034515018 0.0182171912206538 0 0 0 0 0 0 0 0 0 0 0.112667969017376 0.035227474829223 0.0847003396087565 0 0 0 0 0 0 0 0.102980687482985 0 0.04994164516901 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.119536607856323 0 0 0 17 | -------------------------------------------------------------------------------- /Results/Spatial_Transcriptomic_Heart/heart_w5_sample4_dwls.txt: -------------------------------------------------------------------------------- 1 | X4x12x13 X4x12x14 X4x12x15 X4x12x16 X4x12x17 X4x12x18 X4x12x19 X4x13x11 X4x13x12 X4x13x13 X4x13x14 X4x13x15 X4x13x16 X4x13x17 X4x13x18 X4x13x19 X4x14x11 X4x14x12 X4x14x13 X4x14x14 X4x14x15 X4x14x16 X4x14x17 X4x14x18 X4x15x12 X4x15x13 X4x15x14 X4x15x15 X4x15x16 X4x15x17 X4x15x18 X4x15x9 X4x16x10 X4x16x11 X4x16x12 X4x16x13 X4x16x14 X4x16x15 X4x16x16 X4x16x17 X4x16x18 X4x16x9 X4x17x10 X4x17x11 X4x17x12 X4x17x13 X4x17x14 X4x17x15 X4x17x16 X4x17x17 X4x17x8 X4x17x9 X4x18x11 X4x18x12 X4x18x13 X4x18x15 X4x18x16 X4x19x11 X4x19x14 2 | Erythrocytes_2 0.0721171434048634 0 0 0 0.0687554952353602 0 0 0 0.040834291114669 0 0 0 0.0501452057063318 0 0.111681422567332 0.0615296448901916 0 0 0 0 0.0684843420415624 0 0 0 0.0638003675822962 0 0 0 0 0 0 0 0 0 0 0.0526902798630326 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.121933150713493 0 0.120035005692465 0 0 0 0 3 | Epicardium_derived_cells 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 | Fibroblast_like_1 0 0 0 0 0 0 0 0 0.35378548942808 0.117209153624672 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.26112799152897 0 0.0366422815230698 0 0 0 0 0 0.274735335706904 0.719770723776062 0.631248934619286 0.334282463208485 0.131360213619726 0 0 0 0 0 0 0.287884156929444 0.777093261367181 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 | Smooth_muscle_cells 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.282944198029422 0.43930213663781 0.104228950377353 0.0279166291849438 0 0 0 0 0 0 0.29726143563232 0.46527551938163 0 0 0 0 0 0 0 0.575845454838665 0.588946888780427 0 0 0 0 0 0 0 6 | Fibroblast_like_2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.219415241472692 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0116702486855092 -2.58931070024263e-19 0 0 0 0 0 0 0 7 | Endothelium_pericytes_adventitia 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.12360856764208 0.081945058164025 0.176000325846585 0.151510947888235 0 0 0 0 0 0 0.396634778186619 0.0914539303451149 0 0.222906738632818 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8 | Myoz2_enriched_cardiomyocytes 0 0 0 0 0 0 0 0 0 0 0 0.295841414548452 0 0 0 0 0 0.0863830369509389 0 0.304254418488076 0 0 0.00400518446492231 0 0 0.218850548130814 0 0.283374784871343 0.00661170282729748 0.0992668634354119 0 0 0 0 0 0 0.0640920358810695 0 0 0 0 0 0 0 0 0.140041930080474 0.118014176519301 0 0.0604664280857458 0 0 0 0 0 0.0265494182130307 0 0 0.0211469658634573 0.00731527478182424 9 | Cardiac_neural_crest_cells 0 0 0 0 0.101512248992806 0.150502003611749 0 0 0 0 0 0 0 0.0678841496748592 0 0 0 0 0 0 0 0 0.0877134794810844 0 0 0 0 0 0 0 0 0 0 0 0.189323488307535 0.23167708558942 0.187493856345257 0 0 0 0 0 0 0.124688358803421 0 0 0 0 0 0 0 0 0.258766176557953 0 0 0 0 0 0 10 | Capillary_endothelium 0.177661472771277 0.105252701638298 0.290494434172423 0.265124765546974 0.261443062697646 0.193132438160519 0.40420581872137 0.248222859653481 0.0496790276676871 0 0.355429871131682 0.223527147172365 0.420609533316484 0.32420301970057 0.384307158536878 0.492705545500173 0.116099570167834 0.099163944727972 0.112153297446703 0.249609104784919 0 0.204022456648926 0.327585561777802 0.343539357787983 0.287621759786399 0.265919342194715 0.0877357943609668 0.21169738716457 0.284938623568388 0.172846232897652 0.18301645488223 0.25373792226346 0 0 0 0.232620823119811 0.241973224493653 0.157566041965809 0.201415637018375 0.343081346934789 0.150080887459501 0 0.295347316407096 0.182220868305782 0 0.137798112522749 0.335940842356048 0.485141269744275 0.272919401982928 0.339972100151138 0 0 0.146106830813047 0.281232429734624 0 0 0.294175986829755 0 0.140021712511399 11 | Erythrocytes_1 0 0 0.034170230542701 0 0.0404663805163201 0.00480278185011932 0 0 0.177661356684919 0 0.0210756190431878 0 0 0 0 0 0 0 0 0 0 0 -1.04630834025285e-18 0 0 0 0.0302580494795397 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.114826856561822 0 0 0 0 0 0 0 0 0 0 0 0 0.00240885158407236 0 0 0 12 | Epicardial_cells 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.120294070592345 0.204017469491261 0 0 0 0 0 0 0 0 0 0.0330963773043369 0 0 0 0 0 0 0 0.412484296475826 0.0836132839486479 0 0 0 0 0 0 0 13 | Ventricular_cardiomyocytes 0.0952596932072038 0.48247609136474 0.445570207610131 0.586720405475961 0.154402271776446 0.433303202820555 0.262681066851456 0.0280148530571268 0.136810981556459 0.423034457670829 0.545631331938886 0.434437021910744 0.529245260977184 0.288857761919842 0.213930301506961 0.445764809609635 0.409930460324801 0.128893135708262 0.543038553190557 0.277496318444147 0.232714177262603 0.529016308784747 0.562356703080841 0.549499921864252 0.0581958519314009 0.247236554209129 0.570864372684541 0.504927827964087 0.708449673604315 0.727886903666936 0.353415570672487 0 0 0 0 0.0662180584619198 0.188745083929467 0.647236982412642 0.561593890381114 0.656918653065211 0.849864475562112 0 0 0.16194019085936 0 0.574524919096699 0.494016712683006 0.514858730255725 0.518105154110289 0.257719741813664 0 0 0.0628785174646485 0.473680044473769 0.2308810389073 0.796053727885667 0.705824013170245 0.0432408498840945 0.0299943056402866 14 | Atrial_cardiomyocytes 0.498000975271302 0.412271206996962 0.193422144380997 0.148154828977065 0.373420540781421 0.218259573557058 0.333113114427173 0.723762287289392 0.241228853548186 0.249507145410742 0.0451130958116939 0.0461944163684393 0 0.241912405943656 0.290081117388829 0 0.473969969507365 0.685559882612827 0.34480814936274 0.0972967325655069 0.492348902010705 0.155266158786558 0 0.106960720347764 0.272884427909519 0.267993555465342 0.274499501951883 0 0 0 0.463567974445282 0 0 0 0 0.06494021095544 0 0.195196975621549 0 0 5.46369783867423e-05 0 0 0.166803877080348 0 0.147635038300078 0.052028268441644 0 0.148509015821037 0.402308158035197 0 0 0.410315324450858 0.245087525791607 0.45481534641643 0.0313047389054338 0 0.722941898799769 0.615819062423887 15 | Immune_cells 0 0 0 0 0 0 0 0 0 0.0610937277296726 0.0327500820745499 0 0 0.0771426627610736 0 0 0 0 0 0.0713434257173502 0.103080078195158 0.11169507577977 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0148227160000102 0 0.154928732099141 0 0 0 0 0.0182580663466586 0 0 0 0 0 0 0 0 0 0 0 0.170232681624827 0 0.151809495098177 0.0399091873727549 16 | Fibroblast_like_3 0.156960715345354 0 0.0363429832937478 0 0 0 0 0 0 0.149155515564084 0 0 0 0 0 0 0 0 0 0 0.103372500489972 0 0.01833907119535 0 0.0563696012614151 0 0 0 0 0 0 0 0 0 0 0.0175710788018916 0.171512869730817 0 0.0820617405013705 0 0 0.306103786181062 0 0.0582044816749862 0 0 0 0 0 0 0 0.327439827270925 0 0 0.167719190770775 0 0 0.0608607903545018 0.166940457269848 17 | -------------------------------------------------------------------------------- /Results/Spatial_Transcriptomic_Heart/heart_w6_sample10_dwls.txt: 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X10x9x17 X10x9x18 X10x9x19 X10x9x20 X10x9x21 X10x9x5 X10x9x6 X10x9x7 X10x9x8 X10x9x9 2 | Erythrocytes_2 0 0.0116098642759366 0 0 0 0 0.243403275971004 0 0.0474973860495531 0 0 0 0 0 0 0.0359089184292432 0 0 0.0248705839842247 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0273234851114452 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0811986945147693 0 0 0 0 0 0 0 0.139951545897168 0.123522130301363 0 0 0 0 0 0 0 0 0.0532896495081617 0 0 0 0 0 0 0 0 0 0.156854748151743 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.105371073793883 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0278554558618873 0.190014020954018 0 0 0 0 0 0 0 0.0937395354247533 0.0899145559963901 0 0 0 0 0 0 0 0.16815862855088 0 0.261132548752923 0.029234062208713 0 0 0 0 0 0.165220386877685 0.0694940205132349 0 0.0387117726587935 0 0.0438744909734814 0 0.060257675707507 0 0.0531135399465915 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.356264429234344 0 0 0 0 0 0 0 0 0 0 0 0 0.0199048949557759 0.183272111093003 0.198512180668091 0 0 0 0 0 0 0 3 | Epicardium_derived_cells 0 0 0 0 0 0.220471704817954 0 0 0.248119932556431 0 0.204496274888075 0 0 0 0 0.196654174872676 0 0 0 0 0 0 0 0.18728143173752 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.523720840517693 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.369795884394027 0.078276771887423 0 0 0 0 0 0 0 0 0 0 0.0598404952767642 0 0 0 0 0 0 0 0.0486209021810172 0.0837894688319544 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.00317979399961723 0.197864214581153 0 0.100747639034563 0 0 0 0 0 0 0 0 0 0 0.0896660809355901 0 0 0 0.128550969874369 0.0969135917219324 0 0 0 0 0 0 0.282241179592149 0.271886692772465 0 0 0 0.107551592086132 0.0798523628985582 0 0 0.0651410366533888 0.0913687639792798 0 0 0 0 0 0.0947271413163113 0 0.158938374901542 0.0730487189310743 0 0 0 0 0 0.244023860281188 0 0 0 0 0 0.171960027797941 0 0.0674879180424796 0.123245582844856 0.303149776036193 0 0 0 0 0 0 0 0.426819432487167 0 0 0 0 0 0 0 0 0 0 0 0 0 0.541393858634084 0 0 0.106689832105019 0 0.12538295600925 0.141416995378445 0 0 0 0 4 | Fibroblast_like_1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.189493648821098 0 0 0 0.0741477652590564 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.229825846063781 0.352843148941907 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.222446400643033 0.0704972398100798 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.976097189855701 0.966125659160618 0.434928859980306 0.231607015559343 0.0353798550349362 0 0.0369037471830903 0 0 0 0 0 0 0 0 0 0 0 0 0 0.748046679590706 0.981458256649497 0.267432971597439 0.27746257200153 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0301518296884355 0 0 0 0 0 0 0 0 0 0.0859163353422099 0 0 0 0 0.0711561649557396 0 0 0 0 0 0.103877067962317 0 0 0 0 0 0 0 0 0 0 0.551096409253012 0 0 0 0 0 0 0 0 0.0650150876310217 0.257831904153506 0 0 0 0 0 0.0543295205844054 0 0 0 0 0 0.00265074568431616 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0768840382653209 0 0 0 0 0 0 0 0 5 | Smooth_muscle_cells 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.10131874093406 0 0 0 0 0 0.194629694412576 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0173452714307872 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0495978592917657 0 0 -4.57782492720203e-19 0 0.476278857497105 0 0.717970440324011 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.172962191987976 0 0 0 0.428045051097506 0.403000236478259 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.506402389900973 0 0.612626040405696 0.860494543831915 0.673593270348299 0 0 0 0 0 0 0 0 0 0 0.274908043701436 0.150419328603872 0.566664226441942 0 0.0394984860256771 0 0 0 0 0 0 0 0 0 0 0.96695613547886 0.647946996804114 0.56443439870055 0 0 0 0 0 0 0.490161488491447 0 0 0 0 0 0 0 0 0.674239751065482 0.500749551352715 0 0 0 0 0 0 0 0.482692558684012 0.265495058363102 0 0 0 0 0 0.488059125418613 0 0 0.272504831827892 0 0 0.531868669629283 0.571930740738409 0.583972790976427 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.000764929515556525 0 0 0 0 6 | Fibroblast_like_2 0.0931775402736499 0 0 0 0.0136346066613853 0.000576584203887406 0 0 0 0 0.000196948249780382 0 0 0 0 0 0.0664255297919566 0 0 0.0317558496148662 0 0 0.182492582741348 0.120871495960453 0 0 0 0 0 0 0 0 0 0.103657890840893 0.0171727898016427 0 0 0 -1.17630577676596e-19 0 0.191271390713404 0 0 0 0.0306056202849876 0 0 0.132795670216393 0.0788128967272009 0 0 0 0.059813174527647 0 0 0 0 0.111143982249934 0 0 0.0465001241760458 0.342478304512164 0 0 0.0152721112622805 0 0.0613776345192276 0 0 0 0 0 0 0 0 0 0.0185588899763931 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.10124908198366 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0101134355973013 0.142244739871019 0.130547436236211 0 0 0 0 0.139709208856987 0 0.0263268079851943 0.11116289685048 0 0 0 0 0 0.0829724789537444 0.0790568641964297 0.0992438127428739 0.136973084964472 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.217041464601213 0 0 0.0391307748526981 0 0 0.229299377206356 0 0.0502428775112097 0 0 0.372325913862764 0 0 0 0.0711992052840841 0 0.0539945647360815 0.272136493314683 0.0629239878864929 0 0 0 0 0 0.0409361854550486 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0857630656360231 0 0 0 7 | Endothelium_pericytes_adventitia 0 0 0 0 0 0.16377360431069 0 0 0 0 0.100468093711257 0 0 0 0 0 0 0.0182313797607395 0.0204811059047934 0 0 0 0 0 0.0320928728669505 0 0 0 0 0 0 0 0 0 0 0 0.107030063188939 0 0 0 0 0.125151998273865 0 0 0.117931021779228 0 0.0631597798299673 0.043728350180745 0.169970598287795 0.0331959220800463 0 0.0184504257471824 0 0 0 0.00114590287295615 0 0 0 0 0 0.0129818880680598 0.0583259318704364 0.186817142717844 0.0636465079269535 0.103425707825169 0 0.0143717962760907 0 0.00582101358363753 0 0 0 0 0 0 0.0307833053868104 0.0315173603258992 0.00308709407405114 0 0.0682575216140223 0 0 0.132067577922775 0.122203065837477 0.0889669866273122 0.0162304777196733 0 0 0 0 0 0 0 0 0 0 0 0 0.0185417433505035 0.165211710165459 0 0 0 0.123265388654224 0 0 0 0 0 0 0 0 0 0.135974768063847 0.0156563550917393 0.164532275706223 0.126148745842077 0 0.129644427763559 0.0700264742577258 0 0 0 0 0 0 0.0181805576647023 0 0.155268258788392 0 0 0.145570707000744 0 0.0956375639338249 0.149854959146473 0 0.045871463612067 0.000223160365180462 0.000277766545543515 0.065874393060437 0 0 0 0 0 0.0526711379344422 0.171950741213037 0 0.128062243338243 0 0 0 0 0 0 0 0.065403169806359 0.215486149987001 0 0 0 0.0172895764853985 0 0.224628572856352 0.0293829255120512 0 0.0896544123758448 -3.92660210724101e-18 0.0214444078996085 0.0818693226123132 0 0 0 0.0373727339464058 0 0.180681000573932 0 0 0 0 0 0.0206715186600774 0 0.0586963287907376 0 0 0 0 0.258145016374208 0 0 0 0 0 0 0 0.0267173008484491 0 0 0 0 0 0 0.0521892827616263 0 0 0 0 8 | Myoz2_enriched_cardiomyocytes 0 0 0 0 0 0 0 0 0 0.0201075274320701 0 0.0209191367118815 0 0 0 0 0 0 0 0 0 0 0 0 0.0182353669238959 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0284508150063745 0 0 0 0 0 0 0 0 0 0 0.00752307660911106 0 0 0.0240477232854763 0.0275527101974766 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0129825968079371 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.02598761093564 0 0.00917165287710098 0 0 0 0 0 0 0 0 0.0263874580472008 0 0 0 0 0 0 0 0 0.0234293394091664 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9 | Cardiac_neural_crest_cells 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.192673593800964 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0410106201004133 0.0243828946975266 0 0 0.0183806441794301 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0150057456143128 0 0 0 0 0 0 0 0.278077479201316 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0278334100088222 0 0.033874340839382 0 0 0 0 0 0.194519315835509 0 0 0 0 0 0 0 4.60218370622588e-05 0 0 0 0 0 0 0 0 0.0684069747639749 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.131915000367924 0.111772823152702 0 0 0 0 0 0 0.165209087573419 0.774784468036022 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.00338435974142383 0 0 0 0 0 0 0 0.168131531219074 0 0 0 0 0 0.240799137303795 0.058708438412072 0 0 0 0 0 0 0 0.0679895825391048 0 0 0 0 0 0 0 0 0 0.0272634887533931 0 0 0.0448079065179311 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10 | Capillary_endothelium 0.0842268855351326 0.128907688017966 0.136002958601362 0.0527143723820496 0.0745251296127575 0 0 0.0592308326242467 0 0 0 0 0.0781911659617165 0.0913659981075659 0.103905064418368 0 0.0375469271776466 0.106492170152098 0.189846739652625 0.279484617661505 0 0 0 0 0 0.0626728652091903 0.212275818192367 0.0208819943479309 0.122687133823994 0.0871531193740178 0.16751383374553 0.155542952686104 0.137668092533186 0.0138422165289643 0.0318426350650013 0.0140501578052595 0 0.167354574523765 0.205600238384537 0.176669999682997 0.00739297247802971 0.0210495295464385 0 0.147333220952512 0.00465228359673682 0 0 0.0030792892187147 0 0 0.0544279512883832 0.0611055169517543 0.0458077651500592 0.0988458277839104 0.190032184188776 0.0716823207190129 0.0432032778219339 0 0 0 0.0601041540314626 0.00673494232424182 0.0842294197804416 0 0 0 0.0150296577590889 0.0301203501735854 0.171721253937693 0.178822985160578 0.105538378655358 0.16112091502289 0.057608333475961 0 0.0661385237528476 0 0 0 0 0 0.288762013547524 0 0 0 0.110744591001473 0 0.0160289563865305 0.165142416106313 0.132294531674026 0.218925865664874 0.0206009576113469 0.282050842148523 0.148342387814387 0.116781155461752 0.179868602228421 0.150898353815247 0 0 0 0 0 0 0.101778749782462 0 0 0 0.112485281691397 0.278071318545793 0.196260384868369 0.138513242758773 0.124188752210241 0.0874181092989018 0.079721024457042 0.196160699670739 0 0 0.166441049460028 0 0 0 0 0 0.0571725807240728 0.228220089540063 0.13034467595843 0.108844894544116 0.00785121823530046 -9.23224511921047e-20 0 0 0 0 0 0 0 0 0.0098794117621736 0.00195336226730616 0 0.240474589427272 0.0839476497707304 0 0 0 0.0181080642818222 0.155056914429612 0 0 0 0.112379524515056 0 0 0 0 0.0269667418062428 0.0942240935187922 0.0622093361111001 0 0 0 0 0.00979047854881549 0.247543190348215 0 0.0262396439423422 0.676142829620124 0 0 0.0996100347449069 0.0142679407666901 0 0 0 0 0 0 0 0.0249797537922054 0 0.0744820433407197 0.0887810519337965 0.0751117926132314 0 0 0 0 0 0 0 0 0.0387092437585988 0.064719181496153 0 0.0350978213648715 0.11386801077845 0.0676287307153 0.0239952977339485 0.0444157380855527 0 0.0547235370866239 0 0 0.0705325610830623 0 0 0.121648622105109 0.0361519779000657 0.0671688793152938 0.0447060532374455 11 | Erythrocytes_1 0 0.0905527866788618 0 0 0 0 0.630723548594972 0 0.661069823728198 0 0 0 0 0 0 0.577943257876983 0 0 0.0248455735354717 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.013823861678032 0 0.029988463547521 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.00615622794586368 0 0.814726825108802 0 0 0 0 0 0 0 0.579820536362472 0.687621545549623 0 0.0510501727138147 0 0 0 0 0 0.012571494797096 0.00895763950263216 0.0343453789305325 0 0.0351825607559362 0 0 0 0 0 0.060952928336129 0.519699032994276 0.0515116476898084 0 0 0 0 0 0 0.0190664032647011 0 0 0 0 0 0 0 0.0884890316382509 0.649444487847382 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0369184215456769 0.55261653490102 0 0 0 0 0 0 0 0.437852928239269 0.265423769300044 0 0 0 0.0270561657505702 0 0 0 0.119030039579869 0 0.738867451247077 0.0570624843765789 0 0 0 0 0 0.434989555862658 0.481765855744965 0 0.142618621743468 0 0 0 0.641388943426899 0.0180396106675639 0.0619047592759676 0 0 0 0.132465119618034 0 0 0 0 0.0337464968795132 0 0 0 0 0 0 0 0 0.576823138952387 0 0 0 0 0 0 0 0 0 0 0 0 0 0.681750845025058 0.69479798722689 0 0 0 0 0 0 0 12 | Epicardial_cells 0 0 0 0 0 0 0.125873175434024 0 0.0433128576658183 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.281563384779715 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.160106865659125 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0031128682977398 0.0937137138561303 0 0 0 0 0 0 0 0 0 0 0.0442339850996642 0 0 0 0 0 0 0 0 0.0696870002821235 0.0119641450778054 0 0.31351346105892 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0459836468524519 0 0 0.0536943937639872 0 0 0 0 0 0 0 0 0 0 0 0.135554552734778 0.21869799607773 0.114284969635737 0 0 0 0 0 0 0 0 0 0 0.0776028546150791 0 0.0483821552928795 0.0830273487256601 0.0576623093148534 0.258984251081672 0 0 0 0 0 0 0.186166356743829 0.372774981931101 0.0990160397661295 0.254864854802392 0 0 0.137210553718745 0.179902723574981 0 0.0965738859628503 0.312165393466794 0 0 0 0 0.0570516044856121 0.0165673121684205 0.134542383931874 0.175836594727093 0.11785950065722 0 0 0 0 0 0 0.547093187850367 0 0.0252505011729723 0.144637592677748 0 0 0.432861039411103 0.241665488534853 0.504428503292381 0.166248253822948 0 0 0 0 0 0 0 0.109392778283516 0.243035042332495 0.0669124318132698 0 0 0.0844107925678061 0 0 0 0 0 0 0 0 0.253763275659653 0 0.0580930056166182 0 0 0.0112944506858303 0.19878487309025 0 0 0 0 13 | Ventricular_cardiomyocytes 0.822595574191218 0.756938173137273 0.863997041398638 0.94728562761795 0.865498005957215 0.494894211466944 0 0.0545568704800735 0 0.0714055413193726 0.625911016182482 0.939894609508378 0.860927223461166 0.885612698507653 0.873706544117435 0 0.803343059909162 0.620477831648054 0.547282403121921 0.614611767464572 1 1 0.817507417258652 0.164080057979598 0.0534748746334885 0 0.0410619586215775 0.0465656023196463 0.814326344147667 0.869867342800555 0.787385167470933 0.744331774122847 0.851454139034124 0.854209681345537 0.950984575133356 0.944939222094327 0.84890570287121 0.529595057128168 0.441556612673556 0.804949356137573 0.796786039318861 0.107352555918238 0.104492444935423 0.339200472083403 0.846811074339048 0.256102365691087 0.0282163813967292 0.820396690384148 0.410944117645365 0.966804077919954 0.945572048711617 0.920444057301063 0.894379060322294 0.839733850768948 0.78801873296059 0.874906789486613 0.915981112758235 0.816050052478662 0.662726081446231 0.859240366977831 0.815922253155787 0.218496435101745 0.0540327545329035 0 0.83811635398017 0 0.906994238720285 0.927520801900709 0.828278746062307 0.815356001255785 0.854059587223204 0.804587755674695 0.928987902720217 0 0.844782803807793 0.982712658646644 0.950657804636796 0.927666632857342 0 0 0 0 0 0.796129260841739 0 0 0.967740565893796 0.834857583893687 0.867705468325974 0.741568555863995 0.890358171575956 0.519958084875809 0.584543722852084 0.738894422186839 0.650674497792333 0.816221262287224 0.89875091801634 1 0 0 0 0 0 0 0 0.928962767504547 0.782632993413396 0.708993338441271 0.743992269506367 0.796995865857632 0.875811247789759 0.82308410261503 0.920278975542958 0.749412290442008 0.846289895612097 0.56235662118947 0 0 0 0.700387957237026 0.787728785871255 0.869452563763789 0.902181494487629 0.655887033038332 0.83984685165972 0.844661764710439 0.852439572907713 0.91810104687557 0.857586098841325 0.237860716070069 0 0 0 0 0.409505517577506 0.703140544580507 0.896152664494968 0.852931361377753 0.848529359292252 0 0 0 0 0.13240964248873 0.210539690478219 0.101588582815375 0.0178715812755092 0.0888452224750022 0 0 0 0.0718724241398774 0 0.110995034816732 0.0946726600927043 0 0.0466885247505946 0 0 0 0 0.0531399284892587 0.154408425693691 0.0428067242375123 0 0.121275987345412 0 0 0.153426754144147 0.130480834980123 0 0 0 0.567138960588897 0.523184747231949 0 0.132397522525941 0.395797312070752 0.0546628771579464 0.760480459737201 0.843229365527099 0.863793015853041 0.707191988025239 0.937076012113507 0.209700491026742 0.0500219853524148 0 0.0229806529684563 0 0.447442336696497 0.912070034694286 0.935280818503847 1 0.873042472611194 0.850416764341568 0.906253681051716 0.971651939327607 0.898484458021398 0.204842865706263 0.0979169325834556 0 0 0.283160041432246 0 0.606843919254122 0.789205457040831 0.955668920274272 0.932831120684706 0.955293946762555 14 | Atrial_cardiomyocytes 0 0.0119914878899626 -2.05651870419046e-19 1.57277361586259e-18 0.0463422577686424 0.0783274433055902 0 0.88621229689568 0 0.908486931248557 0.0689276669684047 0.0391862537797406 0.0608816105771178 0.0230213033847809 0.0223883914641965 0 0.0926844831212344 0.153479877505048 0 -1.96636245844019e-18 0 0 0 0 0.896196885575665 0.93732713479081 0.746662223186056 0.932552403332423 0.0629865220283384 0.0429795378254272 0.0451009987835367 0.0148570145954985 0.0108777684326903 0.0282902112846062 0 0 0.0196813392423245 0.0732245222842869 0 0 0 0.0206873154788413 0.867056740058203 0.499642445286054 0 0.686585685649946 0.72768517803786 0 0 0 0 0 0 0.053897244838031 0.0219490828506338 0.0372592413071047 0.0167678861343552 0.0452532550739273 0.0478269202975986 0.0614638235067855 0.0668594940860329 0.0463996773020224 0.544548164243742 0 0.0491096766376114 0 0.00223561300784634 0.0279870516496151 -2.23586573089729e-18 0 0.0404020341214383 0.0281351013565514 0.0134037638038217 0 0.0890786724393591 0.0172873413533557 0 0 0 0 0 0 0 0 0 0 0 8.46546302485848e-20 7.85829536731105e-19 0.0395055784711311 0.076469376015601 0.118231791984258 0.232768510402996 0.144278400514347 0.13427433922331 0.0328803838975293 0 0 0 0 0 0 0 0 0 0.0710372324954527 0.104881724895208 0.0129353430129355 0.0597473456252635 0.0454244881188945 0 0.0894977880860683 -8.05696422247341e-20 0.0544270098872534 0.0177353363240556 0.113557298015128 0 0 0 0 0 0 0.0406459247882982 0.115892877421605 0.0298084723818498 0.0464933407454457 0 0.0637183954597275 0.0301707578312705 0.186908971322487 0 0 0 0 0 0.0261888300241062 0.0149110595464283 0 0.0142743953780963 0 0.0753934891328105 0 0 0.7425867068095 0.516487390437567 0.734182849877911 0.770005701807953 0.522141119694657 0 0 0 0.501558734993295 0 0.802708418597976 0.851973140053852 0.905775906481208 0.834050534652693 0 0 0 0 0.937069592961926 0.399428413070434 0.933763936353321 0 0.00506672630333846 0 0 0.631944911888388 0.808556315180606 0 0 0 0 0.130289112244313 0 0.0443340790355835 0.503466556397644 0.945337122842054 0.0938382916379952 0 0.00710062679764663 0 0 0.0265126826638779 0.70694297231509 0 0.977019347031544 1 0.0299634254675883 0.0219572327937216 0 0 0.0470517995060034 0.0357152248799815 0.0261175882329846 0.00435276293844497 0.0303825030446006 0 0.827454635374145 0 0 0.646307397484691 0.86332259330492 0 0.00338285521803712 0.00817910182566259 0 0 15 | Immune_cells 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0515739351301394 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.184692488834136 0 0 0 0 0.0208317950763185 0 0 0 0 0 0 0 0 0 0 0 0.017402738321372 0 0 0 0.0868732438289234 0.0588265205837353 0.0338553501929841 0.17860385185082 0.0143628559935522 0 0 0 0 0 0 0 0 0 0 0 0.0208157160702474 0 0.0350894128701729 0 0 0 0 0 0 0 0 0 0 0.0175119919806164 0 0 0 0 0 0 0 0 0 0 0.0403871954892419 0 0.14944694723349 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0330438645211396 0.146426107122125 0.0304208450127788 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0248438211453934 0 0.0476750951525574 0 0 0.0230346834207532 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0335771824256335 0 0 0.0123250378742993 0.187270121957795 0 0 0 0 0 0.042009880859885 0 0 0 0 0 0 0.0259991606192519 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16 | Fibroblast_like_3 0 0 0 0 0 0.0419564518949344 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0852682585955502 0 0 0 0 0 0 0 0 0.00454959748970547 0 0 0 0 0 0 0 0.340272387339639 0 0 0 0 0 0 0 0 0 0 0.00879856970530403 0.0106139745506715 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0598390161576812 0.251053372166639 0 0 0 0 0 0 0 0 0 0 0 0 0 0.251953320409294 0 0 0 0.125289391868817 0.139505456168085 0 0 0 0 0 0 0 0 0 0 0 0.0303418880026102 0.185188578913946 0 0 0.120355693376437 0 0 0 0 0 0 0 0 0 0.141530221417903 0 0.0253297404129577 0 0 0.138959075685065 0.0378431872951696 0 0 0 0 0 0 0 0 0 0 0 0 0.0981824302069794 0.258808680793986 0 0 0 0 0 0 0 0.337225458283474 0.384476407718024 0 0 0 0 0 0.000156702207998375 0 0 0 0 0 0 0 0 0 0 0 0.173189368005402 0 0 0 0 0 -2.65706322992691e-19 0 0.142879126128707 0 0 0 0 0.139102243438852 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 17 | -------------------------------------------------------------------------------- /Results/Spatial_Transcriptomic_Heart/heart_w6_sample11_dwls.txt: -------------------------------------------------------------------------------- 1 | X11x17x10 X11x17x11 X11x17x15 X11x17x16 X11x17x17 X11x17x8 X11x17x9 X11x18x10 X11x18x11 X11x18x12 X11x18x15 X11x18x16 X11x18x17 X11x18x5 X11x18x6 X11x18x7 X11x18x8 X11x18x9 X11x19x10 X11x19x11 X11x19x12 X11x19x13 X11x19x15 X11x19x16 X11x19x17 X11x19x18 X11x19x3 X11x19x4 X11x19x5 X11x19x6 X11x19x7 X11x19x8 X11x19x9 X11x20x10 X11x20x11 X11x20x12 X11x20x13 X11x20x15 X11x20x16 X11x20x18 X11x20x3 X11x20x4 X11x20x5 X11x20x6 X11x20x7 X11x20x8 X11x20x9 X11x21x10 X11x21x11 X11x21x12 X11x21x13 X11x21x15 X11x21x16 X11x21x17 X11x21x18 X11x21x2 X11x21x3 X11x21x4 X11x21x5 X11x21x6 X11x21x7 X11x21x8 X11x21x9 X11x22x10 X11x22x11 X11x22x12 X11x22x13 X11x22x14 X11x22x17 X11x22x18 X11x22x2 X11x22x3 X11x22x4 X11x22x5 X11x22x6 X11x22x7 X11x22x8 X11x22x9 X11x23x10 X11x23x11 X11x23x12 X11x23x13 X11x23x14 X11x23x16 X11x23x17 X11x23x2 X11x23x3 X11x23x5 X11x23x6 X11x23x7 X11x23x8 X11x23x9 X11x24x10 X11x24x12 X11x24x13 X11x24x14 X11x24x15 X11x24x16 X11x24x2 X11x24x3 X11x24x4 X11x24x5 X11x24x6 X11x24x7 X11x24x8 X11x24x9 X11x25x10 X11x25x12 X11x25x13 X11x25x14 X11x25x15 X11x25x2 X11x25x3 X11x25x4 X11x25x5 X11x25x6 X11x25x7 X11x25x8 X11x25x9 X11x26x10 X11x26x11 X11x26x12 X11x26x13 X11x26x14 X11x26x16 X11x26x17 X11x26x18 X11x26x2 X11x26x3 X11x26x4 X11x26x5 X11x26x6 X11x26x7 X11x26x8 X11x26x9 X11x27x10 X11x27x11 X11x27x12 X11x27x13 X11x27x14 X11x27x17 X11x27x18 X11x27x3 X11x27x4 X11x27x5 X11x27x6 X11x27x7 X11x27x8 X11x27x9 X11x28x12 X11x28x13 X11x28x15 X11x28x16 X11x28x17 X11x28x18 X11x28x8 X11x28x9 X11x29x10 X11x29x11 X11x29x13 X11x29x15 X11x29x16 X11x29x17 X11x29x7 X11x29x8 X11x29x9 X11x30x10 X11x30x11 X11x30x15 X11x30x16 X11x30x17 X11x30x8 X11x30x9 X11x31x11 X11x31x15 X11x31x16 X11x31x17 X11x32x15 X11x32x16 2 | Erythrocytes_2 0 0 0.067222969386773 0.0702044677775444 0 0.0228461675825893 0 0 0 0 0 0.188717814635705 0 0 0 0 0 0 0 0 0 0 0.105981425735135 0.0603301569042314 0.0269559539932633 0 0.0221197047905858 0 0 0 0 0 0 0.0637205639564197 0 0 0.0497159684608072 0 0.0282324529676231 0 0 0 0 0 0.134710684764397 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0223815534914358 0.0284187489612758 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.029031758130508 0 0 0 0 0.0922705562906552 0 0 0.136447733029797 0.0988706625340623 0 0 0 0 0 0 0 0 0.245579991871972 0.158702694211569 0.214530892619273 0 0.105883282053938 0.122826868303453 0.0638269904553484 0 0 0 0 0 0 0 0 0 0.206640711608618 0 0 0 0 0.0351469800493951 0 0 0 0 0 0 0 0 0 0 0.0360994763936576 0 0 0 0 0.0615012344456321 0.031249503077811 0 0 0 0 0 0 0 0 0 0.0248560819717904 0 0.0484975716242049 0.0370469456071462 0 0.0429102134348401 0 0.103668955233454 0 0 0 0.108894950192575 0.0935919366070597 0.06191362384652 0 0 0.169926453554218 0 0.070293110884513 0.102862945951003 0.305009970173211 0.193002101824033 0.190078298634767 0.0228278806830178 0 0 0.33966990931153 0.0638858611895423 0 3 | Epicardium_derived_cells 0.236974333043618 0.277120871212576 0 0 0.0204836660873928 0.47759290615802 0.347424287715314 0 0 0.262482330110366 0 0 0 0 0 0 0 0 0 0 0 0.447140242691492 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0467882960439255 0 0 0 0 0 0 0 0 0 0 0 0 0 0.606765702013496 0.184972411025544 0 0 0 0.272527478891358 0.0378672986865459 0 0 0 0 0 0 0 0 0 0.275809873138513 0.548846740572393 0.0501440108914489 0 0.543500971537605 0 0 0 0 0 0 0 0 0 0 0.182580210067695 0.0109889055811515 0 0.225340583420811 0 0 0 0 0 0 0 0 0 0 0.146748055522302 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0872458238425253 0 0 0 0 0 0 0.0364800397331869 0 0 0 0 0.169361569681286 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.139222362013355 0.185133633351492 0 0 0 0 0.26352730249856 0 0 0.0132836167271148 0 0.0682981047891713 0.0356350000369393 0.250361945921831 0 0 0 0 0.379379603974339 0.0160940643022895 0 0 0 0 0 0 0 0 0 0 0 0 0 0.279740895168061 0 0 0 0 0.220793964811032 0 0 0 0 4 | Fibroblast_like_1 0 0 0.288435914593125 0 0 0 0.00513434462440036 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0807413937346708 0 0 1.50606789434454e-19 0 0 0 0 0 0 0 0 0 0 0.405538170947656 0 0 0.297568028979685 0 0 0 0 0 0 0 0 0 0 0 0 0.210916354620737 0.628652493661228 0.000779030734947576 0.724190126861488 0.0316063049469616 0 0 0 0 0 0 0 0 0 0 0.0338760270322337 0.830214000801777 0.630030870201089 0.56420083519822 0 0 0 0 0 0 0 0 0 0 0 0.406472143365632 0.753999812657104 0.149912405274507 0 0 0 0 0 0 0 0 0 0 0 0.421955402821442 0.617846154153027 0.213655053556169 0 0 0 0 0 0 0 0 0 0 0.0309562346556484 0 0.0459928841540624 0 0 0.0322842508817054 0 0 0 0 0 0 0 0 0 0 -9.78517648731725e-19 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0862654870934727 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 | Smooth_muscle_cells 0 0 0.311975400201466 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0653683827502514 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.223211192631557 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -7.95696651771462e-20 0 0 0 0 0 0 0 0 0 0 0 0.16370907032557 0 0 1.99613068937552e-19 0 0 0 0 0 0 0 0 0 0.150311917050426 0.00445462016616876 0.483798844913349 0 0.311086462524211 0 0 0 0 0 0 0 0 0.14073342585873 0.0562643128742184 0.234744290924508 0.944114359720084 0.664337489682814 0 0 0 0 0 0 0 0 0 0.00830084010614439 0 0.380789412231933 0.831903261348602 0 0 0 0 0 0 0 0 0 0 0.39665979880948 0.0260377347668597 0 0.748348378028707 0.70041065268659 0 0 0 0 0 0 0 0 0 0.0549598686132004 0 0 0 0 0.769211275701647 0.577470932444041 0 0 0 0 0 0 0 0 0 0.599446013433915 0.644487384342323 0.667894059492936 0.376415468311068 0 0 0 0 0 0.577130462501172 0.508237573919626 0.626311867324714 0 0 0 0 0 0.0657516931264798 0.499976988026991 0.362315356539634 0 0 0 0.339301064513465 0.606091237878118 0 0.648932137590423 0.237428080177305 6 | Fibroblast_like_2 0 0 0 0 0 0 0.234766446601182 0 0.232626652805878 0.338835953737062 0 0 0 0.0481933208396004 0.269886891881279 0 0 0.0976459969590913 0 0.0539437087879828 0.0299397962455339 0 0 0 0 0 0.446659597561518 0.163946200989034 0.0962281799568859 0 0 0 0 0.119993676165532 0 0 0.343155673132626 0 0 0 0.000903620370110511 0 0 0.125481295173288 0.113863799758224 0 0 0 0.0228982070516325 0 0 0 0 0 0 0.158627088525869 0 0 0 0 0 0.113279646506074 0.300606605215247 0.0618232607323752 0 0.0621728333716643 0 0 0 0 0 0.0318802132368569 0 0 0 0 0.166771506009028 0 0.0597916120474744 0 0 0 0 0 0 0.0750782503676943 0 0 0 0 0 0.0626597879939162 0.344206980573919 0 0 0 0 0 0.090104493718868 0 0 0 0 0 0 0 0 0.00395165683416066 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.171693393963946 0 0 0 0 0 0 0 -1.22370257157785e-17 0.0236102505879235 0.0028168558120002 0 0.0376423821478739 5.19652532464802e-18 0 0 0 0 0 0.136459212623027 0 0 0 0 0 0.0451492765285302 0 0 0 0 0 0 0 0 0.0698494363961994 0.01028884150956 0 0 0 0 0.132882835841168 0.243122285873529 0 0.0653090505627204 0 7 | Endothelium_pericytes_adventitia 0.0804369741980614 0.246290823960328 0.046709147325961 0.0757890388575253 0.0338010441851262 0.291109986094261 0.255430508869582 0 0.00702015268721336 0.148881429906785 0 0 0.0540574612254049 0.125462275648015 0 0.104738332580264 0 0.0110285868981558 0 0 0 0.169169362295721 0 0.0425327040264941 0.0381834905962598 0 0.415737179648836 0.126634095669786 0.0252287316026256 0 0 0 0.00387924598002718 0.0237549636993241 0 0 0.230163283250503 0 0.0366910953163914 0 0.100541698208934 0 0 0 0 0.0127755982477791 0 0 0 0 0.064044145285283 0 0 0 0 0.447917580999033 0 0 0 0 0.0373718478826204 0 0 0 0.141964223154053 0 0 0 0 0 0.116878613396794 0.0252811001644934 9.58069121522543e-19 0.0549100307502261 0.0967302190976328 0.078652095414558 0.0364027852767103 0.0259264867209846 0 0.0741127896289234 0 0.170521813456472 0.267628705997084 0 0.251936827056957 0 0.0983091371509797 0.00299630556493403 0 0.115979119782482 0 0.0113623333343506 0 0.033621077665137 0.0825051095899893 0 0 0.110702563345922 0.128299813801348 0 0 0 0 0 0 2.84192473161329e-18 0 0 0.105221872555748 0.0501936862182791 0 0.0543516036996525 0.051061184760616 0.01337492272571 0 0 0.0873535491192538 0 0 0 0.103094274937867 0.125634018899552 0.173911803290386 0.0483597760782423 0.0610999997189822 0.115065197084371 0.0579532915986948 0.166664184645114 0.118778424481338 0 0.0460071368010889 0 -7.59952511386328e-19 2.09046240936364e-19 0.0598791326566939 0.122070212935283 0.116078159030779 0 0 0.0664593725971045 0 0.0361972526899675 0 0.171561801198555 0.0249113047858884 0.121713800190317 0.00286846855637678 0.0488704560894192 0.05150595215485 0.030383696800657 0 0.182539641077205 0.0193124852391188 0 0.203912899217808 -7.75514801655364e-19 0 0 0.163811030984291 0.091298408890713 0.0920551999115266 0 0.128817415519261 0.0712910143307015 0 0 0 0 0.243002913197765 0 0.0406407468673486 0 0 0 0 0 0 0 0 8 | Myoz2_enriched_cardiomyocytes 0 0 0 0 0 0 0 0 0 0 0.0213885844287886 0 0.0246235101258133 0 0 0 0 0 0.00191309562177088 0 0.0239229828311215 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0162942992535565 0 0.02531456234298 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.00944048051507228 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0279329691126806 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0129490144438199 0 0.0270261564590988 0 0 0 0 0 0.0294483918432138 0 0 0 0 0 9 | Cardiac_neural_crest_cells 0.0167025333050826 0 0 0.03068921868262 0 0.0489925979660087 0 0 0 0.112964280125179 0 0.0307816949319836 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.00939832715350721 0 0 0.106965586480581 0 0 0 0 0 0 0 0.0202087901698539 0 0 0 0 0 0.0316221237215356 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0146514072467826 0 0 0 0 0 0.0203921056671862 0 0 0 0 0 0 0 0 0.0956732095692998 0.114419955664991 0.0396392169566144 0.0644839422878468 0 0 0 0 0 0 0 0 0 0 0.00552231610160358 0.107230764878689 0.0711680838814861 0 0 0 0 0 0 0.0814267476294281 0 0 0 0.120771823164691 0.0486502748693878 0.0526541759383137 0.0582727049771146 0 0 0 0 0 0 0 0 0 0 0 0.183608039290235 0 0 0 0.129616788174999 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.199539221220542 0 0 0 0 0 0 0 0 0 0 0.0850443780025566 0.23111197028655 0.072334295183418 0 0 0 0 0 0 0.104014901714144 0.190336751994719 0 0 0 0 0 0 0.138811367598865 0 0.0299446776537523 0 0 0 0 0 0 0.0330192600813169 0.211942705814554 10 | Capillary_endothelium 0.07612019381735 0 0 0 0.041929543308576 0 0 0 0 0 0.137391048051461 0 0 0.0538436068877704 0 0.0761925176107584 0.153115924632033 0 0.145253175097398 0.030232872588126 0.0307948913247104 0.0718973877888383 0.045219568337386 -1.24842750811314e-18 0 0.169335669410486 0.00413363794630742 0 0 0.0636440724589779 1.04432266087628e-19 0 0.0795053142370215 0.250418604503839 0.0100042584023782 0.298881694170974 0 0.0356516616599561 0.0548746512262587 0.248761406736911 0 0.166635220117481 0.0137125604447193 0 0.128082396328511 0.124553936956341 0.168628421658224 0.188431925606449 0.606674348787949 0 0 0.100934466717368 0.0280152333332801 0.0548010932927591 0.0270509186388074 0.00627307157501859 0.0810625726651177 0.085453552367805 0.0655631136282709 0.0797960384027407 0 0 0 0 0 0 0 0 0.140268679716267 0.245452984253367 0 0 0.0936085634444222 0 0 0.00314548802106642 0.0340771942255423 0.0633915317135209 0 0 0 0 0.0515167727722768 0.113151083993826 0 0.0557590535400167 0.0083195483244205 0.0568226147573379 0.0329463957723378 0.187598038068762 0.0465213508100745 0 0.0198650546188476 0 0 0.267758805813074 0 0 0 0.22302848885763 0.135935299815268 0.101045382633814 0 0 0 0.0111277835105092 0.0843178911534935 0.0589682972477912 0.0759526338584942 0 0 0 0.186658272407933 0.338701582630919 0.104148115791464 0.0487826400563397 0.0843491797118193 0 0 0 0 0 0 0 0 0 0 0.00364082576111884 0 0.0325507580388103 0.0759497161738165 9.29191879871246e-20 0.092935145878402 0.0335016247602091 0 0 0 0 0 0.0873221882254159 0 0 0 0 0 0 0 0 0 0 0.0437180171266958 0 0 0 0 0 0 0 0 0 0 0 0 0.0853159818858848 0.0497905938957339 0 0 0 0.273689561052361 0 0 0 0 0 0 0 0 0 0 11 | Erythrocytes_1 0 0 0 0.32993733527906 0 0 0 0 0 0 0.0202380394454934 0.422478511544313 0.0403144606959925 0 0 0 0 0 0 0 0 0 0.207152189638488 0.139498988476314 0.0407884848283002 0 0 0 0 0 0 0 0 0.201592955622221 0 0 0 0 0.130902792069093 0.0427589138396617 0 0 0 0 0.0879398559637799 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.056519071153638 0 0 0.145657445730191 0.191399179240553 0 0 0 0 0 0 0 0.0233788590831394 0.565959010985058 0.26842500575286 0.707084316519615 0 0.236827277497829 0.207176568587103 0.0844981730390694 0 0 0 0 0 0 0 0 0 0.260431462561796 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.214336812177676 0 0 0 0.0298168163152991 0.195368104173758 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0383342547239564 0 0.446038306169932 0 0 0 0.192530723893079 0 0.157570420118949 0 0.089298873542696 0.473944777363712 0 0.138601917743816 0 0.262089248766055 0.676450347834158 0.65775125634061 0.119012287922488 0 0 0.66033009068847 0 0 12 | Epicardial_cells 0.288550384126438 0.347215823814601 0.224193340186171 0 0 0.119843911163244 0.157244412189522 0 0 0.058550123214 0 0 0 0 0 0 0 0 0 0 0 0.0453202843187846 0 0 0 0.0436376902635547 0.0584675438177903 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0262785876917662 0 0 0 0.114654780008721 0 0 0 0 0 0 0 0 0.0721900389698765 0.0106989149340772 0 0.113387664398595 0 0 0.120802501307945 0 0 0 0 0 0 0 0 0 0.0554949197625344 0 0 0 0.102857933180073 0 0 0 0.0322523485825348 0 0 0 0 0 0 0 0 0 0.024252854579691 0 0 0 0 0 0 0 0 0 0 0.20984331917398 0.0130112742149578 0 0.0218806020912393 0 0 0 0 0 0 0 0 0.124736573319447 0.044940717762809 0 0 0 0.942046708401305 0 0 0 0.0507305761961391 0 0 0 0 0 0.270291524829579 0.0776741654291376 0 0 0 0.35719345167029 0.174762006028688 0 0 0 0 0 0 0.232028658074636 0 0 0 0 0 0 0 0 0 0.349634463987292 0 0 0 0 0.0761404924382059 0 0 0 0 0 0 0 0 0.0272485167657031 0.307022134834335 0 0 0.174478793274342 0.550629214008141 13 | Ventricular_cardiomyocytes 0 0 0 0 0.195860545461311 0 0 0.966221797629632 0.760353194506909 0 0.0226420323622593 0 0.172082053241806 0.66528012125811 0.730113108118721 0.484909308752362 0.763161480951286 0.891325416142753 0.790961504949503 0.890163476388641 0.829901341906077 0 0 0 0.13087056937945 0.100605524099845 0 0.709419703341181 0.801797451875584 0.864246027154214 0.980686810970085 0.970432840083378 0.916615439782951 0 0.989995741597622 0.522954676816105 0 0.0392668259945677 0 0.0449104928971417 0.736296312035125 0.833364779882519 0.83800831327186 0.868477210958531 0 0.632814234748289 0.823818944747612 0.404830808247827 0.282423097044084 0.989449619469025 0 0 0.180771604870128 0.0372155974042202 9.02251649017361e-19 0 0.867881672590565 0.85626156592684 0.808804929877769 0.773269276772947 0.96262815211738 0.866493209578231 0.493413157658016 0.693962812447771 0 0.926349220959311 0 0 0 0.151882320558166 0 0.890985062999491 0.853366672719302 0.945089969249774 0.903269780902367 0.918202416564376 0.61565699961076 0.910681981565494 0.884500417212524 0 0 0 0 0.0389537833488053 0 0.847428744017926 0.785434491857297 0.940181079677728 0.84953184274207 0 0.893499249780643 0.798428593934639 0 0 0 0 0 0 0.695667740146186 0.755102820797683 0.833095959283894 0.450308939750717 0 0 0 0.773528600539763 0 0 0 0 0 0.945648396300347 0.496621735167679 0.586930688328305 0.895851884208536 0.928154430373908 0.7766976640219 1 0 0.968406705003494 0.277035352807792 0 0 0 0 0 0 0.829694989593767 0.809404852797333 0.895440344145864 0.827312570828956 0.534751733104151 0.863146232934592 0.892168615714481 0 0 0 0 0 0 0 0 0.353056350053064 0.804827948213521 0.972271839402111 0.760977502554591 0.844042536333149 0.785963103305818 0.809273498103167 0 0.0742054246063705 0 0 0 0 0.0945318241194082 0.0233229915112974 0 0.0147310504141747 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 14 | Atrial_cardiomyocytes 0 0 0 0.49337993940325 0.707925200957594 0 0 0.0223931133837527 0 0 0.798340295711998 0.358021978887998 0.708922514710983 0 0 0.213823691666193 0 0 0 0 0.0854409876925568 0 0.641646816288991 0.757638150592961 0.763201501202727 0.686421116226115 0 0 0.0767456365649043 0.0451173103231882 0.0193131890299153 0.0295671599166224 0 0.250379515164486 0 0.0614945944642292 0 0.899766950002496 0.749299008420634 0.663569186526285 0.00649675684061647 0 0.0929028803300051 0.00604149386818117 0.491136215463992 0.132567121536115 0.00755263359416437 0.00119909519806845 0.0408183980034429 0.0105503805309754 0 0.653991938352537 0.791213161796592 0.907983309303021 0.972949081361193 0 0 0.0582848817053554 0.0368691127774325 0.146934684824312 0 0.0202271439156947 0 0.0332975721991169 0 0 0 0 0.781168560431008 0.602664695188467 0 0.0310439426118359 0.0530247638362757 0 -8.78821288949969e-19 0 0.063613390368053 0 0.0218319437077675 0 0 0 0 0.847895132657369 0 0.0217339520743628 0.0199919907760283 0 0.0852694129030573 0.443220423664139 0.0599793994092822 0.127549284737094 0.353822786047245 0.123381195234282 0 0 0 0 0.0616750977539074 0.0218686903446873 0.0309687409008373 0.42526681853233 0.107034249513542 0.572872300035572 0.0783847908611115 0.215343615949728 0.452199726130048 0.128170091230519 0 0 0 0 0.131617498427767 0.0609928063150668 0 0.00811673775581962 0.0151195674138401 1.90471081463255e-19 0.532927825829585 0 0.488381683630636 0 0 0.916493243872363 0 0 0 0 0 0.0720088978153253 0 0.33858700962312 0.0439186211870058 0.0743297595253095 0.517991184808027 0 0 0.705382284482268 0.970183183684701 0.589349100558089 0 0 0.163839148422592 0 0 0 0.1154466129626 0.0968683358155915 0.0548257544898554 0.438893388845796 0.826740030228993 0 0 0 0 0.808129643419506 0.976677008488703 0.450292738596614 0.821457918601534 0.513917850593465 0 0 0 0.623908959817945 0.87406891366606 0.897752112013484 0.35612876908207 0.972973843540901 0 0 0 0.130547550341809 0.152170445024622 0.801462922785577 0 0 0 0 0 15 | Immune_cells 0.0213778985793775 0 0.061463228306504 0 0 0.0205615017502586 0 0 0 0.0607068073971943 0 0 0 0 0 0 0 0 0 0 0 0.0212413902406094 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.024058257551242 0 0 0 0 0 0 0.0338225962127854 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.120068666265044 0 0 0 0 0 0 0 0 0 0 0 0 0.0497423373209591 0 0.0265980707711156 0 0.0797464356874398 0 0 0 0 0.104412791040323 0 0 0 0 0 0 0 0.224959946971265 0 0 0 0 0 0 0 0 0 0 0 0 0.0938373159010532 0 0 0 0 0 0 0 0 0 0 0 0.137420111393325 0 0 0.0226231111723348 0 0 0 0 0 0 0 0 0 0 0 0.0318099167371024 0 0 0 0 0 0 0 0 0 0 0 0.048332310357079 0.0304804460661504 0 0 0 0.0402920284967849 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.107130329344385 0 0 0 0 0 0.128975770345815 0 0 0 16 | Fibroblast_like_3 0.279837682930073 0.129372481012495 0 0 0 0.0190529292856194 0 0.0113850889866149 0 0.0175790755094143 0 0 0 0.107220675366504 0 0.120336149390423 0.0837225944166808 0 0.0618722243313277 0.0256599422352498 0 0.179862949914303 0 0 0 0 0.0528823362349623 0 0 0.0269925900636195 0 0 0 0 0 0.100374735295135 0 0 0 0 0.155761612545214 0 0.0553762459534156 0 0 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-------------------------------------------------------------------------------- 1 | X12x17x15 X12x17x16 X12x18x10 X12x18x11 X12x18x14 X12x18x15 X12x18x16 X12x18x17 X12x18x5 X12x18x6 X12x18x7 X12x18x8 X12x18x9 X12x19x10 X12x19x11 X12x19x12 X12x19x14 X12x19x15 X12x19x16 X12x19x17 X12x19x3 X12x19x4 X12x19x5 X12x19x6 X12x19x7 X12x19x8 X12x19x9 X12x20x11 X12x20x12 X12x20x13 X12x20x15 X12x20x16 X12x20x17 X12x20x18 X12x20x2 X12x20x3 X12x20x4 X12x20x5 X12x20x6 X12x20x7 X12x20x8 X12x20x9 X12x21x10 X12x21x12 X12x21x13 X12x21x15 X12x21x16 X12x21x17 X12x21x18 X12x21x2 X12x21x3 X12x21x4 X12x21x5 X12x21x6 X12x21x7 X12x21x8 X12x21x9 X12x22x10 X12x22x12 X12x22x13 X12x22x15 X12x22x16 X12x22x17 X12x22x18 X12x22x2 X12x22x3 X12x22x4 X12x22x5 X12x22x6 X12x22x7 X12x22x8 X12x22x9 X12x23x10 X12x23x11 X12x23x12 X12x23x13 X12x23x15 X12x23x16 X12x23x17 X12x23x2 X12x23x3 X12x23x5 X12x23x6 X12x23x7 X12x23x8 X12x23x9 X12x24x10 X12x24x11 X12x24x12 X12x24x13 X12x24x14 X12x24x15 X12x24x16 X12x24x2 X12x24x3 X12x24x4 X12x24x5 X12x24x6 X12x24x7 X12x24x8 X12x24x9 X12x25x10 X12x25x11 X12x25x12 X12x25x13 X12x25x14 X12x25x15 X12x25x2 X12x25x3 X12x25x4 X12x25x5 X12x25x6 X12x25x7 X12x25x8 X12x25x9 X12x26x10 X12x26x11 X12x26x12 X12x26x13 X12x26x14 X12x26x15 X12x26x16 X12x26x17 X12x26x2 X12x26x3 X12x26x4 X12x26x5 X12x26x6 X12x26x7 X12x26x8 X12x26x9 X12x27x10 X12x27x11 X12x27x12 X12x27x13 X12x27x14 X12x27x17 X12x27x18 X12x27x2 X12x27x3 X12x27x4 X12x27x5 X12x27x6 X12x27x7 X12x27x8 X12x27x9 X12x28x12 X12x28x13 X12x28x15 X12x28x16 X12x28x17 X12x28x18 X12x28x4 X12x28x5 X12x28x6 X12x28x7 X12x28x8 X12x28x9 X12x29x10 X12x29x11 X12x29x13 X12x29x15 X12x29x16 X12x29x17 X12x29x8 X12x29x9 X12x30x10 X12x30x11 X12x30x15 X12x30x16 X12x30x17 X12x30x18 X12x30x8 X12x30x9 X12x31x10 X12x31x11 X12x31x12 X12x31x15 X12x31x16 X12x31x17 X12x31x8 X12x31x9 X12x32x16 2 | Erythrocytes_2 0.0496272706327824 0.0313018587907123 0 0 0 0.0300913845266504 0.0685513382997255 0.0331056682828146 0 0 0 0 0 0 0 0 0 0.0159468527378953 0.0230671031832702 0.0222957671491483 0 0 0 0 0 0 0 0 0 0.0767281915989199 0.118819308641019 0.0326094294006221 0.0990005846139425 0.0212404326268505 0 0 0 0 0.0412299466831014 0 0.0456107847783465 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0237805060769965 0 0 0 0 0.0406888376622672 0 0 0 0 0 0 0 0.0332438295009331 0.137362773198508 0.256244184237967 0 0 0 0.16654801915997 0.155737373894802 0.180558666814072 0.0529073913413865 0 0 0 0 0 0 0 0.0459010631654395 0.12473754798624 0.36065261230469 0 0 0 0.025306073134565 0 0 0 0 0 0 0 0 0 0.0173464412800286 0 0.0245113385973579 0 0 0 0 0.0397662404042378 0.0337526807933526 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0623384587468365 0.188553473298128 0 0 0.128301796450359 0 0 0.0434979738819101 0.0257497535282938 0 0 0.147624484473744 0.102231957572221 0.0304263658491375 0 0 0 0 0 0.0576398843202275 0 3 | Epicardium_derived_cells 0 0 0 0.213862681130043 0 0 0 0 0 0 0.00668132409042085 0.100620373408792 0.0355191828779779 0 0.117891429025506 0 0 0 0 0 0.00634558355177609 0 0 0 0 0 0 0.03641059387398 0.0571056817434467 0.215573498168871 0 0 0 0 0 0 0 0 0 0 0 0 0.159997312047228 0 0.2847030801092 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.412739687763231 0 0.214054807130605 0 0 0.382916095580148 0 0 0 0 0 0 0 0 0 0 0.666100524793549 0 0 0 0 0 0 0.062015499526288 0.0274230037862531 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0404593665631294 0 0 0 0 0 0 0 0.102380329829948 0 0 0 0 0 0 0 0 0 0.457469975036924 0.144481748468038 0 0 0 0 0 0 0 0 0 0 0 0 0 0.14615756491798 0.132140741056008 0 0 0 0 0.0418459580634723 0.123850912687589 0 0.043271589113376 0 0 0 0 0 0 0 0 0 0.241359348320441 0.17068177616957 0.0204367292560265 0.206546218720197 0.212151672568387 0.081480327328925 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0184986287638008 0 0 0 0 0 0 0 0 0.235965142892346 0 0 0.0691347685566775 4 | Fibroblast_like_1 0 0 0 0 0 0 0 0 0 0.00853315936610972 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0399509677509475 0 0 0 0.0469186969981161 0.122992650046972 0 0 0 0 0 0 0 0 0 0 0 0 0.0631099494862227 0.179777057910572 0.585505904772991 0.0502085419899077 0.402186368950441 0 0 0 0 0 0 0 0 0 0 0 0 0.102612963101461 0.871853263909072 0.424563080771141 0.121657376930223 0 0 0 0 0.0688680276579906 0.00290308023371412 0 0 0 0 0 0.626850575688931 0.790276616632508 0.942658300216472 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.557905777299224 0.222588423570283 0 0 0.0455310825600758 0 0 0 0 0 0 0 0 0.123641741332662 0.0100572514912006 0 0 0 0 0 0 0 0 0 0 0.032657641979751 0 0 0.101282851151228 0 0 0 0.226719402105117 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0152724232667605 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 | Smooth_muscle_cells 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.350754536399665 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0355317872617736 0 0 0 0 0 0 0 0 0 0 0 0 0 0.029500150379256 0.00621308022224772 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0146644820873819 0.00178830614243663 0.90332962304772 0.698147527128122 0.483448388906685 0 0 0 0 0 0 0 0 0 0 0 0 0.617068081841727 0.66964196163296 0 0 0 0 0 0 0 0 0 0 0 0 0 0.151957254325258 0.614588959834258 0.583111308206603 0 0 0 0 0 0 0 0 0 0.0532139163124081 0 0 0 0.235218677858935 0.232203422911683 0 0 0 0 0 0 0 0 0 0 0.890475369393485 0.641710016451705 0.740694037634368 0.524829204820656 0 0 0 0 0 0.0294679187683554 0 0 0 0.706777676709107 0.673449265571402 0.578073578588456 0 0 0 0 0.473593850410815 0.644771404673443 0.424245306286726 0.223512764592953 0 0 0 0 0 0.503649736283079 0.500035191730268 0.198876467629782 0 0 0.420180821204579 6 | Fibroblast_like_2 0 0 0.220157228772039 0 0 0 0 0 0 0 0 0 0 0 0 0.0698987352087437 0 0 0 0 0.206092170068776 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0368921195630716 0 0 0 0 0 0 0 0.00829080520348239 0 0.237302455821058 0 0 0 0 0 0 0 0 0 0 0.115563405148623 0 0 0 0 0 0 0 0 0.0962042973508147 0 0 0.0931898508900369 0 0.0606937270197545 0 0.0671780666731925 0 0 0 0 0 0 0 0.139155524949616 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0400314857614203 0.0402976847823806 0 0 0 0 0.147861420908117 0.330742520079456 0 0 0 0.0340011838577705 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0489084671836072 0.174621646292929 0 0 0 0 0 0 0 0.30279566794048 0.0517945655380752 0.0176019317932561 0 0 0.182289666916308 7 | Endothelium_pericytes_adventitia 0 0 0 0.109214081763313 0 0 0 0 0 0.116561421262417 0 0 0 0.126020195181149 0.22933982304594 0.148666898325017 0 0 0 0 0.0355882850830651 0 0 0 0 0 0 0 0.0912981343252804 0.00221624508573991 0 0 0 0 0 0 0 0.0428329583481986 0.0388546905875474 0 0 0 0.0194755611543906 0 0.206384360052159 0 0 0 0 0 0 0.016486849348006 0 0 0 0.00713927885270956 0.00255402723553534 0.0323803113108822 0 0.0895664365912875 0 0 0 0 0.233402146601167 0 0 0 0 0.0386729718956627 0.0562423655521857 0 0.0523915058471381 0 0 0 0 0 0 0.0206211198782638 0 0.0255628636473911 0 0 0.0281659225810356 0 0 0 0 0 0.0590565679326362 0.11839907131563 0.0482951367812514 0 0 0.0312757217214737 0 0 0 0 0.00783594387488831 0 0 0 0 0.00579253003283675 0.0571574893198718 0 0.0334671494249923 0 0.0355770225194409 0 0 0 0 0 0 0 0.0564058195716899 0.0590088300650026 0.0628090576522513 0.0497932453134897 0.113653111200207 0.0415857558593644 0.0327519264942005 0.000668647949485778 0 0 0 0 0.018041399925141 0.01889877932482 0.302828973961942 0.0677141406861025 0 0 0 0 0.0331402633907274 0.0308282188298832 0.0929756474434458 0.0764639317962997 0 0.0376462626423474 0.0143353673919639 0 0 0 0.109524630606515 0.0574753502639659 0 0.11613892818122 0 0.234274618801028 0.0237872992808572 0 0 0.134643853469279 0 0 0 0.194128022566074 0.0636886582459563 0 0 0 0 0 0 0 0.422959576791307 0 0 0 0 0 0 0 0.153955868753007 0.171836221993353 0 0 0 8 | Myoz2_enriched_cardiomyocytes 0 0 0 0 0 0.0206920131237752 0.0851092603483713 0 0 0 0 0.0171563508920478 0 0 0 0 0.02125113061539 0 0.0261300553224946 0.20389396175951 0 0 0 0 0 0 0 0 0 0 0 0 0.214875517145631 0.111255676563613 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0265756705514361 0 0.020557957349318 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0283196031512538 0.0459374787735951 0 0 0 0.0294011145221016 0.1098371061128 0 0 0 0 0 0 0 0 0 0.0971385124836979 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0278925147614618 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.038781895157281 0 0 0.0401218375142545 0 0 0 0 0 0 0 0.0638677551646061 0 0 0 0 0 0.0279324336590531 0 9 | Cardiac_neural_crest_cells 0 0 0.0047951273294959 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0457529771109939 0 0.020662881387226 0 0 0 0.0165166992384732 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0137335734199444 0 0 0 0 0 0 0 0 0 0 0 0.0261234635850487 0 0 0 0.0686961847308446 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.132899232868619 0 0 0 0 0 0 0 0 0 0.0458523347589096 0 0 0 -3.93702534982775e-20 0 0 0.0640904094829882 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0429871263985558 0 0.0536066346590456 0.0828994810931842 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0583002323888417 0 0 0 0 0 0 0 0 0 0 0 0 0.0799468900092973 0.0988489763449667 0 0.0654120262201154 0 0 0 0 0 0 0 0 0 0.15349434599785 0 0 0 0 0 0 0 0 0.000398487683201256 0 0 0 0 0 0 0 0 0 0 0.0595683899436204 10 | Capillary_endothelium 0 0 0.0419082713725498 0 0.081440896010784 0.12493100063539 0.0741837056350316 0.0615167855951296 0.0732380658101987 0 0 0 0 0.15617861655593 0 0 0.0617453868913816 0.0263222876820345 0.103112639207999 0.0769966708281777 0 0.0667478706515488 0.0722170325326959 0.066574585110769 0 0 0.0653026264621093 0 0 0 0.116518069218506 0.0881710078477028 0.0598445993815088 0.219995105507266 0.0662331942623376 0.107766426044259 0 0.358372380660723 0.0723321322474283 0.0347154709354251 0.0437965358121914 0.192437384514011 0.417342251481482 0.147106195592906 0 0.0526433268772196 0.272086674481465 0.219171622371017 0 0.0799149945235695 0.0565214848538579 0.0320591508523786 0.0725377346168729 0.037123174361538 0.0289139344952087 0.0849853441813305 0.134517125743742 0.17060573693795 0 0 0 0.0656238831898813 0.0621877786412714 0.0810968907135295 0.0395386673689877 0.023202269535845 0.0682593327920855 0.0489868278673896 0.0736017305485925 0 0 0.0361668756693851 0 0.0425901750896102 0 0 0 0.0474033632698535 0.0743567495099138 0 0.0802945723921179 0.0881037472477185 0.0285370583877219 0.00755251538842511 0 0.0261884342813141 0 0 0 0 0.0376138090196438 0 0 0.0956900371837957 0.106323693360598 0.158381566412042 0.127628960893292 0 0 0 0 0.0255207021448333 0 0.179734597911266 0.163238976574841 0.154550964555153 0 0.0970328626393907 0 0.073104167910753 0.0697995880182864 0.0132592681374524 0.0976809352122524 0.0952324553043938 0.0393225018499594 0 0 0 0 0 0 0 0 0 0 0.0436449755835764 0.291180238091741 0 0.00648856803699992 0.0633017254614988 0.0303009065067136 0 0.00256232439800684 0 0 0 0 0 0 0.0503405695780488 0 0 0.0453997119143199 0.0383753529618039 0 0 0 0 0 0 0 0 0 0 0.00965157977579567 0 0.0256907792704109 0 0 0 0 0.000203513370359575 0 0 0.13726346530772 0 0 0 0 0 0 0.0850406590361909 0 0 0 0 0.0460545481632926 0.061232446899208 0.0632757970157492 0 0.0343464634144397 0.0666306724178639 0 11 | Erythrocytes_1 0 0 0 0 0 0.095129907138487 0.0802228150213756 0 0 0 0 0 0 0 0 0 0 0 0.0797336309744014 0.0867500606709547 0.0406119371444573 0 0 0 0 0 0 0 0 0.0100449126972546 0.227184142973203 0 0.165113708285095 0.0459051336605656 0 0 0 0 0.116398916879312 0 0 0.0320263662896982 0.0185674649499985 0 0 0 0 0 0 0 0 0 0 0 0 0 0.051205797161871 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0198038723422055 0.0640392565131487 0 0 0 0 0.216457954892731 0.0244651840369579 0 0 0 0 0 0 0.0615913009406722 0.523544581756113 0.581442298148067 0 0 0 0.609914372884271 0.734425519992398 0.552998036052272 0.143037716867596 0 0 0 0 0 0 0 0.390455937249166 0.431995600063202 0.513308167980398 0 0 0 0.0245509515495702 0 0 0 0.0345351736530784 0 0 0 0 0 0.0618682237226661 0 0.0169603376428185 0 0 0 0 0.350479926879494 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.133763025564474 0.1182632139884 0 0.749564361659047 0 0 0.0691161976216803 0 0.0429911227936815 0 0.712814827783866 0.598690148186627 0.108373095846046 0 0 0 0.193228336913183 0 0.316174482842372 0 12 | Epicardial_cells 0.0404183807301119 0.365731960492321 0 0 0.134763654002681 0 0 0.0465590742116896 0 0 0 0 0.021837510976859 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.013808686360949 0.0443136277133132 0 0 0 0 0.0520347075960725 0 0 0 0 0 0 0 0 0 0 0 0 0 0.368141379550923 0 0 0 0 0 0 0 0 0 0 0 0.363325945530303 0.195491400598325 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0661879924112512 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.293287154906553 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0595905790384409 0 0 0.549680714728683 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.220849277928097 0.0502771317855315 0 0 0 0 0 0 0 0 0 0 0 0 0 0.33727896894696 0 0 0.0583229908268311 0.0674875169284953 0.0696845681763742 0.0676475565333833 0.0431379703920316 0.125806884416523 0.0804524706667931 0 0 0 0 0 0 0.138899820073122 0 0 0.0865509295279735 0.237526399505393 0 0 0 0 0.106315439218871 0 0 0.0582114307489851 0 0.0722889701351103 13 | Ventricular_cardiomyocytes 0.118715579115079 0.0534093743842626 0.651163860693001 0.676455495057667 0.201730536074858 0 0 0.174511198523646 0.779358142893101 0.810139020573231 0.908528706816374 0.85996138067734 0.80874836875158 0.61397361815335 0.580816527192984 0.458192924356762 0.00762624388665867 0.161965341734106 0 0 0.711362024151926 0.9022243732793 0.845217693854038 0.911497455612675 0.979337118612774 0.888876799071482 0.933769660094746 0.864470779123218 0.737272563281461 0.0320870474106625 0 0.142369348260744 0 0 0.776343544261373 0.753590149781488 0.971113106728757 0.51935070008946 0.731184313602611 0.953259789425853 0.865675283179197 0.709480132010649 0.126719113293218 0.673918479830372 0 0.0750865625365987 0.233203443647578 0.174517506589202 0 0.92008500547643 0.829089214964973 0.769476214687527 0.780856325006309 0.958425672746186 0.919428078596234 0.596814765859296 0.61007839793662 0.106876674165638 0.809952416669773 0.0527676735327076 0 0 0.107297209275072 0.0315559951333458 0.205439575260756 0.956721452625195 0.909937035005768 0.781980501509176 0.926398269451408 0.842182562785831 0.842958328160181 0.783529335307295 0.487468519511968 0.0345463506010974 0.46214040019031 0.0428871122397741 0.0120769964689874 0 0 0.701674712743731 0.850837399949891 0.85151000185292 0.772520313582131 0.965024480825322 0.948440637920275 0.772055022476051 0.767223614493877 0.116002631756071 0.165214927177276 0.045574852036017 0 0 0 0.792066750528063 0.6569889488634 0.50678337462657 0 0 0.947704751592417 0.949946116784236 0.95168091939973 0 0 0 0.0554725745909011 0 0 0.778971583617053 0.893835292526876 0.924743220114092 0.74386122513583 0.868057634754468 0 0 0 0.916346877462483 0.661493754843495 0.18822885213104 0.264820706313458 0.0346096310143456 0.0871865045921204 0 0.156828281691302 0.915880042483286 0.882149021154605 0.932414429964458 0.455899445723886 0.866759136406744 0.650596881352659 0.803588092765493 0.910186017327969 0.791341515386976 0.027391601067828 0.179378544659693 0 0 0.377496982112889 0 0.36877875572048 0.711244690635393 0.845113035965717 0.880264479090324 0.918857538877512 0.783236265228232 0.778653845811922 0.770999422907569 0.136052397599694 0.200362593946514 0 0 0.0685627616369553 0.106311850195359 0.339679424733423 0.44350112547247 0.684026955128533 0.70109400676112 0.463647702403 0.385327122881368 0.18885093034531 0.00859660323062236 0 0 0 0 0 0 0 0 0.272126956449083 0 0 0.532818764260998 0.0629781522838805 0 0 0 0.198753049219621 0 0.102269401348376 0.0895061796106195 0.113773295999333 0 0.0531218024783366 14 | Atrial_cardiomyocytes 0.791238769522027 0.549556806332704 0 0 0.532710738617621 0.729155694575698 0.691932880695496 0.684307273386721 0.0348923772350461 0.0647663987982428 0.0411457557774035 0 0.104931683843221 0.0587948191080699 0.0420852670813425 0.1507777576313 0.90937723860657 0.795765517845964 0.767956571311835 0.610063539592209 0 0.0310277560691511 0.0253947167026252 0.0219279592765562 0 0.0678147741211467 0.000927713443145031 0.0681220174164303 0.0640736298904309 0.268281940925574 0.537478479167273 0.736850214490931 0.461165590573823 0.601603651641705 0 0.110574932216412 0.028886893271243 0.039492993150671 0 0.0120247396387219 0.0449173962302654 0.0191374201875261 0.112881268403285 0.178975324576721 0.0584328843262459 0.872270110586182 0.494709881870956 0.606310871039781 0.611403083125755 0 0.114389300181169 0.181977785112089 0.146605940376818 0.00445115289227626 0.0255345233235084 0.116923754985884 0.0218675940116597 0.104631372812539 0.0416427062302186 0 0.636674054469697 0.463980273241539 0.830515012083657 0.866789156803807 0 0 0.0194395039455879 0.0758428197333974 0 0.0584507382987514 0.0393144890530763 0.112799689423538 0.324342757753485 0.0510102104002199 0.11329651903855 0.0364557531678354 0.879262035098132 0.952596636730146 0.925643250490086 0.0418343633790952 1.42899179000878e-19 0.0121164346760511 0.0491073659137139 0 0 0.133121195731833 0.125201840915946 0 0 0.00997854160507401 0 0 0 0.112243212288141 0.214203997897375 0.208724206798309 0.183144081000833 0.116376038840371 0.0522952484075827 0.00422285108324427 0 0.168615791288824 0 0.0867086992223901 0.0274375633260524 0 0 0.0216152239136084 0.00424070290936225 0.0021526119751552 0.150762164326443 0.0568794452220391 0.368823551889444 0.348034396646163 0.086716717864952 0.083653122537517 0.291304475032643 0.171068852460933 0.377607850596516 0.774032246875363 0.148366468701688 0 0 0.0405542934088628 0.076646341160289 0.0232719465024794 0.252558186454015 0.133240863593256 0.263699885607647 0.050834391357787 0 0.0589911376235691 0.0552420211154605 0.620766573598196 0.972107485238538 0.609753832716268 0.0685120247408644 0.399085878252104 0.175215370960333 0.0325664764348994 0 0 0.00174156535039753 0.140742119167617 0.207010786796114 0.229000577092431 0.863947602400306 0.799637406053486 0 0 0.0596574227321564 0.0113606684823234 0 0.0584616637201045 0 0.0284313298436615 0.361693674069169 0.0774161874970933 0.743501513121307 0.948265426377346 0.874193115583477 0 0.0470292714379547 0 0.705691425546599 0.970361509050223 0.122133841890594 0.959878162485746 0 0 0 1.93620308889839e-20 0.699495448210727 0.13956068774239 0.299077894241153 0.79733278314021 0.755192402617087 0.0260067096583619 -4.05855409427488e-20 0.0267594017507518 0.793668809837243 0.531622526760484 0.0401932955752727 15 | Immune_cells 0 0 0 0 0.0493541752940553 0 0 0 0.0680228333386648 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0204555373233219 0 0 0 0 0 0 0 0 0 0 0.0365267529400857 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0424729760216297 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0964631028393893 0.110878909922523 0 0.0224833598786262 0 0 0 0 0 0 0 0 0 0 0 0.159297873272535 0 0 0 0 0 0 0 0 0 0 0 0.0257794229697437 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0317747338352383 0.0322368016515534 0 0 0 0 0 0 0 0 0 0 0 0 0.0996099225489423 0 0.0296384909497773 0 0 0 0 0.0637576845111097 0 0 0 0 0 0 0 0 0.0662263174167096 0 0 0 16 | Fibroblast_like_3 0 0 0.0819755118329144 0.000467742048975909 0 0 0 0 0.0444885807229891 0 0.0436442133158018 0.0222618950218196 0.0289632535503618 0.0450327510015003 0.0298669536542269 0.172463684478178 0 0 0 0 0 0 0.0114175797996472 0 0 0.0433084268073711 0 0.0309966095863716 0.0199246051599585 0 0 0 0 0 0.0684964343171449 0.0280684919578416 0 0 0 0 0 0 0 0 0.177645432429563 0 0 0 0 0 0 0 0 0 0 0.0154635014859342 0 0 0 0 0 0.034273965288214 0 0 0.0424992178381272 0.0200762778389599 0.00236412825655859 0 0 0 0.0614848172345571 0.000326032926588891 0.0331842537859483 0 0 0 0 0 0 0.096714279049294 0 0 0 0 0.0233934394986892 0.0227830127518924 0.107574544590177 0 0.00537879006587581 0 0 0.0869902987168592 0 0 0 0 0 0 0 0.0053716655693901 0.0404831367253812 0 0 0 0 0 0.113902675774633 0 0.0229257725786937 0 0 0.0618036518860405 0 0 0 0 0.0472017701238614 0 0.0709901759052191 0.0893621656467333 0 0.282011160193207 0.0289726441556257 0.0019799082484869 0.00845271119090504 0 0.000362129730358488 0 0 0.0496181484354697 0 0.0907370819032145 0.271023062292766 0 0 0 0 0 0 0.051169131834186 0.0619113165908376 0 0 0 0 0 0 0 0 0.189093009439793 0 0 0.0869478039299326 0.243325862750371 0.0759879470946176 0 0 0.30346034920753 0 0 0 0.00316589342090599 0 0 0 0 0 0 0.0664709058833731 0.067992777530038 0.0447890501187625 0.0286872721050024 0 0 0 0 0 0 0.128669175614524 0 0 0 0.103222285190096 17 | -------------------------------------------------------------------------------- /Results/Spatial_Transcriptomic_Heart/heart_w6_sample13_dwls.txt: -------------------------------------------------------------------------------- 1 | X13x12x14 X13x12x15 X13x13x14 X13x13x16 X13x14x10 X13x14x11 X13x14x14 X13x14x17 X13x14x6 X13x14x7 X13x14x8 X13x14x9 X13x15x10 X13x15x11 X13x15x12 X13x15x14 X13x15x16 X13x15x17 X13x15x2 X13x15x4 X13x15x5 X13x15x6 X13x15x7 X13x15x8 X13x15x9 X13x16x10 X13x16x11 X13x16x12 X13x16x13 X13x16x14 X13x16x16 X13x16x17 X13x16x18 X13x16x2 X13x16x3 X13x16x4 X13x16x5 X13x16x6 X13x16x7 X13x16x8 X13x16x9 X13x17x10 X13x17x11 X13x17x12 X13x17x13 X13x17x14 X13x17x16 X13x17x17 X13x17x18 X13x17x2 X13x17x3 X13x17x4 X13x17x5 X13x17x6 X13x17x7 X13x17x8 X13x17x9 X13x18x10 X13x18x11 X13x18x12 X13x18x13 X13x18x14 X13x18x16 X13x18x17 X13x18x18 X13x18x2 X13x18x3 X13x18x4 X13x18x5 X13x18x6 X13x18x7 X13x18x8 X13x18x9 X13x19x10 X13x19x11 X13x19x12 X13x19x13 X13x19x14 X13x19x15 X13x19x16 X13x19x17 X13x19x18 X13x19x2 X13x19x3 X13x19x4 X13x19x5 X13x19x6 X13x19x7 X13x19x8 X13x19x9 X13x20x10 X13x20x11 X13x20x12 X13x20x13 X13x20x14 X13x20x15 X13x20x16 X13x20x17 X13x20x2 X13x20x3 X13x20x4 X13x20x5 X13x20x6 X13x20x7 X13x20x8 X13x20x9 X13x21x10 X13x21x11 X13x21x12 X13x21x13 X13x21x14 X13x21x15 X13x21x17 X13x21x2 X13x21x3 X13x21x4 X13x21x5 X13x21x6 X13x21x7 X13x21x8 X13x21x9 X13x22x10 X13x22x11 X13x22x12 X13x22x13 X13x22x14 X13x22x15 X13x22x16 X13x22x2 X13x22x3 X13x22x4 X13x22x5 X13x22x6 X13x22x7 X13x22x8 X13x22x9 X13x23x10 X13x23x11 X13x23x12 X13x23x13 X13x23x14 X13x23x15 X13x23x16 X13x23x3 X13x23x5 X13x23x6 X13x23x7 X13x23x8 X13x23x9 X13x24x10 X13x24x11 X13x24x12 X13x24x14 X13x24x15 X13x24x3 X13x24x4 X13x24x5 X13x24x6 X13x24x7 X13x24x8 X13x24x9 X13x25x10 X13x25x11 X13x25x12 X13x25x13 X13x25x14 X13x25x15 X13x25x16 X13x25x7 X13x25x8 X13x25x9 X13x26x10 X13x26x11 X13x26x14 X13x26x15 X13x26x16 X13x26x7 X13x26x8 X13x26x9 X13x27x14 X13x27x15 X13x27x7 X13x27x8 X13x27x9 X13x28x12 X13x28x14 X13x29x13 2 | Erythrocytes_2 0 0.015256989628938 0 0 0 0 0.0793908033011947 0 0 0 0 0 0 0 0 0.0306410178222469 0 0 0 0 0 0 0 0.0333801699758817 0 0 0 0 0 0 0.0709754803680715 0 0 0 0 0 0.0114802969018686 0 0.0346005858544376 0.0711093925723118 0 0 0 0 0 0.0365618965071691 0.0268488445716576 0 0 0 0 0 0 0 0.0187031738812404 0 0 0.0562079528730478 0.128362283560784 0.194486752651272 0 0.0463685978007993 0 0 0.160978456718149 0 0 0 0 0 0.0319681983269792 0 0 0.0191614174007073 0 0 0 0 0.0186106033407326 0 0.0931285444211406 0 0 0 0 0.0344910814770276 0 0 0 0 0 0 0 0 0 0 0.0423775494817524 0 0 0 0 0 0.0805135944716569 0 0.0216041196761515 0 0 0 0 0 0 0 0 0 0 0 0 0.114048078215501 0.17318280769966 0.149901268674646 0.171357440745683 0 0 0.0969054860865432 0.283710166657296 0 0 0 0 0 0 0 0 0 0 0 0 0.0705826267006076 0 0.127150102751365 0.0569368919991496 0.0614499221288704 0 0 0 0 0 0 0 0 0.333176036870093 0 0.0641300154104775 0.0802260898374778 0 0 0 0 0 0 0 0.0187971662698423 0.188340473793286 0.254190254922573 0.292185065766311 0 0.0581418786812747 0 0.0462578133250318 0.0971335727109458 0.0654244360437795 0.0593864411700157 0 0 0 0 0.205073806216837 0.124889925701723 0.18223641380788 0.0553741089700106 0 0 0 0 0.0437155591762803 0.0615113209276915 0.105625374891748 3 | Epicardium_derived_cells 0 0 0 0 0.385973537963504 0.420652375237692 0 0 0 0.231031012024529 0 0 0 0.0337427278353858 0 0 0 0 0 0 0 0 0 0 0 0.0501965855251204 0.0278248455305059 0.403883099698724 0.175644659530029 0 0 0 0 0.0526534025613595 0 0 0 0 0 0 0 0.0687384431579119 0 0 0 0 0 0 0 0.0682037897577366 0 0 0 0.00680802765872324 0 0.285105778958283 0 0 0.0647310176333721 0 0 0 0 0 0 0.0339740333997065 0.0750237901392816 0 0 0 0 0.0882885463256365 0 0.0776844377624289 0.0207222444230683 0 0 0 0 0 0 0 0.0461366658586741 0 0 0 0 0 0 0.0469738327623881 0 0 0.250458033680947 0 0 0 0 0 0 0 0 0.00705626000559651 0 0 0 0 0 0 0 0 0 0.0545720557928641 0 0 0 0 0 0.0568788632685917 0 0.263314465841727 0 0 0 0.118864112724717 0 0 0 0 0 0 0 0.018054410080129 0 0 0.0327874429846991 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.324454058217338 0 0.279249679532707 0 0 0 0 0 0 0.0748280150723201 0 0.0512880339067027 0 0 0 0 0 0 0 0 0.0612834469216858 0 0 0 0 0 0 0.173405312721397 0 0 0.029806371479941 0.235463175639786 0 0 4 | Fibroblast_like_1 0 0 0 0 0 0 0 0 0.0831751947862773 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.00535522180465656 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.637372524780127 0 0 0 0 0 0 0 0 0 0 0 0 0 0.733921093538029 0.64233482998402 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.507313401991709 0.831294432008627 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.763618249754663 0.714083123175761 0 0 0 0 0 0 0 0 0 0 0 0 0.133230105591415 0 0.821280612479421 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 -1.47005272535167e-18 0 0 0 0 0 0 0 0 0 0 0.221131290000275 0 0.0733132623421697 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.102874351427835 0 0 0 0 0.159836957833687 0 0 0 0 0.0629517674402349 0 0 0 0.0646674743441137 0 0.151723325724178 0 0 0 0 0 0 0 0 0.332726472695216 0 0 0 0 0 0 0 0 5 | Smooth_muscle_cells 0.0758488700436821 0.086607928189319 0 0 0 0.0524619471540591 0 0 0 0 0 0 0 0 0.196402850380585 0 0 0 0 0.0156565323720951 0 0 0 0 0 0 0 0 0.545659773878626 0 0 0 0.0219063516759405 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0315044557803714 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0943989392038305 0 0 0 0 0 0 0.0420138882420694 0 0 0.0468805806095864 0.0190880742116128 0.104387116074442 0 0 0.132184921143752 0.0843917358747443 0 0 0 0 0 0 0 0 0.00136638508071608 0 0.092965220557924 0 0.0218908334989021 0 0.122444888051001 0 0 0 0 0 0 0 0 0 0 0 0 0.104309812121436 0.829582650445294 0.595502874242689 0 0 0 0 0 0 0 0 0 0 1.19067444780034e-19 0 0.315754154705456 0.646397091020159 0.720318834209002 0 0 0 0 0 0 0 0 0.0675903136763473 0.383907981729201 0 0 0 0.250307674378723 0.137421500458372 0 0.0896085028418009 0.317857148443589 0 0 0 0 0.410749929768795 0.583027018414228 0.709410860365204 0 0 0 0 0 0.174063228534284 0.49135530600659 0.74052942194994 0 0 0 0 0.640729896796515 0 0 0 0 0.371388295879711 0 6 | Fibroblast_like_2 0 0 0 0 0 0 0 0 0.0805573210051946 0 0.253601687402307 0.0711775771637706 0 0 0 0 0 0 0.0011353034924224 0.210039550783117 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.126332879417221 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.00265149920381069 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.043771670857052 0 0.0730769669148273 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.238593162421024 0.10456190768184 0 0 0 0 0 0 0 0 0 0.0743758413472547 0 0.0452665292882333 0.315669193333135 0 0.210259152568432 0.0464561743669892 0 0 0 0 0 0 0.142144127099675 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.128017288167284 0 0 0 7 | Endothelium_pericytes_adventitia 0.0851785992722463 0 0 0 0 0.0843657087322757 0 0 0 0.0686935214123974 0 0.132464412947582 0 0.149104430897857 0.22018564749885 0 0 0 0.0578364992195661 0 0 0 0 0 0 0.0546978685741095 0 0.292630754190007 0 0 0 0 0 0.0872787024263195 0.0718312913971299 0.0648761655369273 0.0323433295239703 0 0 0 0 0.100427816565826 0 0 0 0 0 0 0 0.254160593263784 0 0 0 0.0324842724069011 0 0.0360985533163465 0 0 0 0 0 0 0 0 0.134584217073694 0.0379853203246874 0 0.212282126755017 0.0458185280866876 0 0 0.0103284647923258 0 0.0545150847957397 0.219647782309271 0 0 0 0 0 0 0 0.0945198690770382 0 0 0 0 0 0 0.109803052086177 0.0488249873156689 0 0.104363093773595 0 0 0 0.183552356821951 0 0.048262040343063 0.0440405824007908 0 0 0 0 0 0 0.0787292583019735 0 0 0 0 0.169826249434873 0.221254952885371 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0645487221829615 0.158988627845755 0 0 0 0 0 0.0133620321019279 0.0909259608140642 0 0 0 0 0 0 0 0.0635610374868641 0.0580949624227334 0.10328274540687 0 0 0 0 0.150817731459082 0 0 0 0 0.218576231150692 0.191334383475471 0 0 0 0.071628272031059 0.265602618351839 0 0 0 0 0.0797133809467045 0.105396851995476 0 0 0 0 0 0 0 0 0.0589188407425217 0 0 0 0 0 0 0 0.082332216606413 0.0674548618438135 0.0987030157119188 0 8 | Myoz2_enriched_cardiomyocytes 0 0 0.0455504420147425 0.0190101982137002 0.0194370138438289 0 0.0106165497279375 0.0210050445357654 0 0.0226705630249402 0 0 0.0298146741190937 0 0 0 0.0194401612454358 0 0 0 0 0 0 0 0 0 0.0243162194157747 0 0 0 0 0 0 0 0 0.0192985278781258 0 0 0 0 0 0 0 0.0203740639224185 0.226708662465894 0 0 0.0183702578720195 0.0169758767990313 0 0 0.0228449956247803 0 0 0 0.00670440045705301 0 0 0 0 0 0 0.0287234481969584 0 0.14670303200131 0 0 0 0 0 0 0 0 0 0.116700437694643 0 0 0.0153847691502563 0 0 0.0103478049991296 0.0433376330016548 0 0 0 0 0 0.00074551456446833 0.410988858680761 0 0 0 0.0682881719295477 0 0 0 0 0 0 0 0 0 0 0.0225578049595595 0 0 0 0 0 0 0 0 0 0.0079993995693937 0.00697149337173098 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0222780752540165 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.014322226310124 0 0 0.0225809067582481 0 0 0.109775796377655 0 0 0.000285309241421367 0.186531018022226 0 0 0 0 0 0.0118958486882181 0 0 0 0 0 0 0 0 0 0.0307860859702461 0.0423447982353498 0 0 0 0 0.0207339770537293 0 0 0 0 0.0296121377721971 0 0 0 0 9 | Cardiac_neural_crest_cells 0 0 0 0 0 0.022510002229644 0 0 0 0.0764136034329643 0.00549463355129285 0.0171858305788577 0 0 0 0 0 0 0 0 0 0 0 0 0.00228396754383971 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.87044278407253e-19 0.19964594344716 0 0 0 0 0 0 0 0 0 0 0.0408079804666489 0.0143880387782359 0.0808116374662385 0.0182575660591017 0 0 0 0 0.0139520365712833 0 0 0 0 0.0221303156184471 0 0 0 0.0374186471222178 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0604847500630747 0.0984684586544375 0.151177703478183 0.0720163171676542 0.0869104108048143 0 0 0 0 0 0 0 0.0406073235353717 0 0 0 0 0 0 0 0 0.00691401195157531 0 0 0 0 0 0 0 0.0256761865308012 0.0175652660890413 0 0 0.123279533251693 0 0 0 0 0 0.0641679040202355 0 0 0 0.129070078906798 0 0.122746861243249 0.0262832394826346 0 0 0.0634961487270429 0 0 0 0.247048916774891 0.0562796927625792 0 0.0421726255806511 0 0 0 0 0 0 0.0201277107008797 0 0.325963625767246 0.0262548186364368 0 0 0 0 0 0 0 0.118725601216983 0 0 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0.595574844607596 0.575806874581104 0.316409951304949 0.637399655507987 15 | Immune_cells 0.0181753499964036 0 0 0 0 0 0.0159649141778079 0.184063878051641 0.0218670099014484 0 0 0.0369296418034965 0 0 0.0612972363014173 0.0029063004591558 0 0.0900461986021538 0 0 0 0 0 0 0 0 0 0 0.182707608810386 0.0195517628373261 0 0 0.0392477421690241 0 0 0 0 0 0 0.0412242549589836 0 0 0 0 0 0 0 0 0.0401284691628124 0 0 0 0 0 0 0 0.0388677216089223 0 0 0 0 0.149601232396059 0.0489947666843991 0 0 0 0.0477054076409136 0 0.001594743084217 0 0.0298356595418179 0 0 0 0 0 0 0 0.0258869009085917 0 0 0 0 0 0 0 0 0 0 0 0.0363790594514849 0 0 0 0 0 0 0 0.021014057873838 0 0 0.0350543074492783 0 0 0 0 0.0382266457025909 0.167452975606002 0 0.0243471542416503 0.0249963994984214 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.029357888681555 0 0 0 0 0 0 0.0267367959506953 0 0 0 0 0 0 0 0.045104070076079 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0622701502545807 0 0 0 0 0.0191710096989608 0 0 0 0.0229365144890032 0 0.0662899567773269 0 0 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X5x13x20 X5x13x21 X5x13x22 X5x13x23 X5x13x24 X5x13x25 X5x13x26 X5x14x17 X5x14x18 X5x14x19 X5x14x20 X5x14x21 X5x14x22 X5x14x23 X5x14x24 X5x14x25 X5x14x26 X5x14x28 X5x15x16 X5x15x17 X5x15x18 X5x15x19 X5x15x20 X5x15x21 X5x15x23 X5x15x24 X5x15x25 X5x15x26 X5x15x28 X5x15x29 X5x16x16 X5x16x17 X5x16x18 X5x16x19 X5x16x20 X5x16x21 X5x16x22 X5x16x23 X5x16x24 X5x16x25 X5x16x26 X5x16x28 X5x16x29 X5x17x16 X5x17x17 X5x17x18 X5x17x19 X5x17x20 X5x17x21 X5x17x22 X5x17x23 X5x17x24 X5x17x25 X5x17x26 X5x18x17 X5x18x18 X5x18x19 X5x18x20 X5x18x21 X5x18x22 X5x18x25 X5x18x26 X5x18x27 X5x18x29 X5x19x25 X5x19x26 X5x19x27 X5x19x29 X5x19x30 X5x20x26 X5x20x27 X5x20x29 X5x20x30 X5x21x26 X5x21x27 X5x21x29 X5x21x30 X5x22x27 X5x22x28 X5x22x30 X5x23x26 X5x23x27 X5x23x29 X5x23x30 X5x23x31 2 | Erythrocytes_2 0.0228903801086567 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.105632748956812 0.212292534104671 0 0 0 0 0 0 0 0 0 0 0 0.0675914109320015 0.171302674984691 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.153601578400532 0 0 0 0 0 0 0 0 0 0 0 0 0.0192637300655142 0 0.0203278590625258 0 0 0 0 3 | Epicardium_derived_cells 0.02018987375058 0.124029934127461 0 0 0 0 0 0.0890481900385437 0.0719886078249894 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.268869442509801 0.00249104762340771 0 0 0 0 0 0 0 0 0 0 0.159747226167515 0 0 0 0 0 0 0 0 0 0 0 0.106593124762009 0 0 0 0 0 0 0 0 0 0 0 0 0.0460811821239198 0 0.0310500784813146 0 0.0623333271135899 0 0 0 0 0 0 0.0535550675944463 0 0 0 0 0.270259857958595 0 0 0 0 0 0 0 0 0 0 0 0 0 0.265437959757765 0 0 0 0 0 0 0 0 0 0.0123958059224941 -2.67759707740163e-18 4 | Fibroblast_like_1 0 0.166106286228002 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.61477494485082e-18 0 0 0 0 0 0 0 0 0 0 0.132556952512552 0 0 0 0 0 0 0 0 0 0 0 0.00187218774857578 0 0 0 0 0 0.000625519662106745 0 0.129222652864466 0 0 0 0 0 0 0 0 0 0 0 0 0.750957609962679 0 0 0 0 0 0 0 0 0 0 0 0.704694490711089 0.872431068816954 0 0 0 0 0 0 0.763434369079977 0.857341560623414 0 0 0 0.264358123768047 0 0 0 0 0 0 0.300358281653646 0 0 0 0 0 0 0 0 0 0 0 0.0744473213322573 5 | Smooth_muscle_cells 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0263998083306999 0 0 0 0 0 0 0 0 0 0 0.0445472431961776 0 0 0 0 0 0 0 0 0 0 0 0 0.0148938445693073 0.0544869369684847 0 0 0 0 0 0.218289435721373 0 0.826320627993327 0.61491238127922 0.688799935024256 0 0.655363749302313 0.440078662124485 0.841348657947051 0.565358821961848 0.807908480514432 0.746232757254603 0 0.39768446679959 0.6277536452953 0.296467004608172 0.780059748363326 0 0 0.539615774287452 0 0 0 0.641346012401049 0.119482144651078 6 | Fibroblast_like_2 0.596173279470521 0 0 0.0640342033046324 0 0 0.178437585463283 0.190657610081559 0 0.167339949627648 0.0205319192586534 0.0217157947941209 0 0.0673299000766664 0 0 0.154466714388541 0.238945698146132 0 0 0 0 0 0.0435160266783263 0.0527109728758675 0 0 0.153059400901326 0 0.0219762391456423 0 0 0 0 0.0198114814472747 0 0.0889186324051965 0 0.376568345901437 0 0.00655240391891989 0 0 0 0 0 0 0 0 0 0.387935582005271 0 0 0 0.0525569530201044 0.0248116430933946 0 0.0718107579332865 0.13149493771544 0 0 0 0 0.216039544381513 0 0 0.123722570492301 0.0225790594996005 0 0.0825628003496587 0.177641515261029 0.0369466179684029 0 0 0.273787477687425 0.199970856588013 0 0 0.0598986663729157 0 0 0 0 0.119197714554876 0.130628475736564 0.0761018230281717 0 0 0 0 0 0 0 0 0 0.200811209517585 0 0 0 0 0 0 0.322467039995328 0 0 7 | Endothelium_pericytes_adventitia 0 0 0.0503531120747544 0.181476891493244 0 0.0182459610332373 0.0247917742173117 0.114854314396335 0.0208357755066367 0.0964619726683676 0 0 0 0 0.0321730245179478 0 0.0976664499264647 0.239675815991852 0 0 0 0 0 0 0 0 0.137513880880606 0 0.0256881116246827 0 0 0 0 0 0 0 0.0471420664453264 0 0 0.317493966062106 0.0966597644826403 0 0 0 0 0.0712530289223021 0 0 0 0 0.074310994771881 0.0865823270305263 0.0126605796115522 0.0403803850672689 0.0248374784120422 0 0 0 0 0 0.118760029813022 0 0 0.0693902719093533 0.294509500144563 0.0423958477466688 0.0940791197742762 0.143331374403005 0.139225045148934 0.0875002843070547 0.150456962144228 0 0.0505519584501012 0 0.148642552542935 0.168458894328959 0 0.0974403619810303 0.0218163783211181 0.203261624207686 0 0.123349532032952 0.0504176900736965 0.117590666424686 0 0.0309579930247743 0.0650767359652003 0.530658693428789 0.10924949735287 0.0881171432083319 0.0682566767961709 0 0 0.147694364855256 0.0194308729543071 0 0 0 0 0.109199780879734 0 0 0 0.191945028692802 0.0557117680062282 8 | Myoz2_enriched_cardiomyocytes 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0298092276970073 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0233697229887426 0 0 0 0.01780513948553 0 0 0 0 0 0 0 0 0 0.0219200518540084 0 0 0 0 0.0252521622712032 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0230819506929301 0 0 0 0 9 | Cardiac_neural_crest_cells 0 0 0 0 0 0 0 0 0.000452825015738448 0 0 0 0 0 0 0 0.0516841828862674 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.226707603979494 0 0 0 0 0 0 0 0.10611126614693 0.0669934011423846 0 0 0 0 0 0 0 0 0 0 0 0.147988028845108 0.0123259365264705 0.0275011307289072 0 0 0 0 0 4.84678729227115e-19 0 0 0 0 0 0 0 0 0 0 0.0811693597491868 0 0 0.000343894369352596 0.0156731883694635 0 0 0 0.175036550232559 0 0 0 0 0 10 | Capillary_endothelium 0 0 0 0 0 0 0.0160787118974741 0 0 0 0.0464319379795214 0.0763351967691536 0.0715606741755073 0.367646387379488 0.0673215341383107 0 0 0 0.143541028865638 0.0590225185847603 0.0746310415321825 0.124548541304861 0.0822189249521561 0.0530372123049851 0.201989148233964 0 0.053249910998261 0 0 0.0544635144008301 0.167686140935954 0.0345221375036069 0.072684530510532 0.0797439233309868 0.242235754824384 0 0.0431294977348637 0 0 0 0 0.116327316222452 0.128928829963748 0.236334365990081 0 0.14087177835999 0.0703683018981397 0 0.0539756618237756 0.0462697078834797 0 0 0 0 0 0.089214877092187 0.0331108540226782 0 0.0590357127732008 0.0370409857913843 0 0 0 0.0518358706193953 0 0 0 0 0 0.117507184340158 0 0.0382309147098769 0 0 0 0 0 0 0 0.0561968373896761 0 0.0107408155166927 0 0 0 0 0 0 0 0.0378125448056591 0 0.0660389990522304 0.113348568387854 0 0 0.000142724479623188 0 0 0 0 0 0 0.214522186354296 0 0.154760462886603 11 | Erythrocytes_1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0226386719642638 0 0 0 0 0 0 0 0 0 0.0152184231181293 0.10484755577421 0.464927836240769 0 0 0 0.0095935958974216 0 0 0 0 0 0 0 0.0877203066364161 0.557344918195514 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.417906560037613 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 12 | Epicardial_cells 0.0604268933364358 0.218869691461723 0 0 0 0 0 0.0219533831949128 0.124731199165611 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.00115914847021459 0 0 0 0 0 0 0 0 0 0.660302555906704 0.219591100007495 0 0 0 0 0 0 0 0 0 0.301176707006173 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0.89678783159844 0.880525412057765 0.871071170036252 0.755086119422334 0.899347251131505 0.527457413452987 0.184808837471907 0.802546961711466 0 0 0.270861140610914 0.591860805521921 0.975780356591271 0.959619614932731 0.922605568567853 0.863950188939821 0.966889145977322 0.876655703892261 0.556827703732865 0.128200154881481 0 0.086989090799302 0.0831111140974665 0.240369857243634 0.665608312193345 0.89854217851451 0.782198309733422 0.597079713408143 0.860774954851066 0.712429731003129 0.647546092028731 0.553341503252226 0 0 0 0.622958552078837 0.974747837728797 0.881056301527363 0.918284955305966 0 0 0 0 0 0 0.057073921740862 0 0 0 0 0 0 0.0644315077094898 0 0 0 0 0.28791090823017 0.0644215328613537 0 0.105497202504909 0.294534757780193 0.290665607795062 0 0 14 | Atrial_cardiomyocytes 0.0398771694809163 0 0.0474104737120174 0 0 0.0637726499127042 0 0.055373219467774 0 0 0 0 0.0363517307039388 0.0563157267214119 0.0265211791177126 0.0184118634799295 0.0446009912734685 0 4.89167790659711e-20 0.03399976271624 0 0.0643967808265484 0.017169175417266 0 0 0.0684612738940407 0.0178799666949238 0 0 0.00236694563126884 0 0 0 0 0 0.07053969187942 0 0.339697444093296 0.0452541371430599 0 0 0.00314727171978306 0 0.0085795145875851 0 0.0124086697660386 0.0676024902845133 0.0682303854240681 0.511046358282952 0.624239229608824 0.000114951329374745 0.0268876318608302 0.0115590637971765 0 0 0.0220232908745974 0 0.0281638151857097 0.0973299282100761 0 0.0187417158857368 0.895205769715168 0.916888885902533 -1.03856603341361e-19 0.0398821876620916 -7.74597118473368e-21 0 0.174676525575661 0 -3.84295134992832e-21 0.0243554305660124 0.349560912215486 0.0285999232094299 0.0194033638428624 0.295747230773679 0.00861169700419153 0 0.0215033364916062 0 0.214640832622036 0.0147543479898908 0.0085680918269414 0.0384301026892036 0.0264209733783749 0.0832175463678344 0 0.0303290953942301 0.029262644446727 0.0142554492844136 0.0186296245612786 0 0.0625651801257408 0.0807825333766377 0.0645245293238266 0.0449733418672962 0.0967117441173583 0.0528699644806668 0.712089091769831 0.916314737073132 0.0321641206034883 0.851092987739635 0.705465242219807 0.172345165855313 0.0233969916627617 0.027767755393937 15 | Immune_cells 0 0 0 0 0 0 0 0 0 0.0276366858528187 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0456325439208609 0 0 0 0.0387541362636302 0 0 0 0 0 0 0 0.198839190780493 0 0 0 0 0 0 0 0 0 0.133801272887099 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0563153710966603 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0422295317619738 0.121878264362843 0 0 0 0 0.0351463954156656 0 0 0.0439937038182388 0 0.112978346778133 0.232887301938025 0.0245655801135351 0.0614341666145993 0 0 0.0809196472462116 0 0 0 0 0.021944688881356 16 | Fibroblast_like_3 0.0572813017971269 0.155533789338503 0 0.183614080594633 0 0 0 0.196824562889532 0 0.0592391399990559 0 0 0.0395958967038491 0.0470594886465226 0 0 0.222398797006967 0.00427469733361754 0 0 0 0 0 0 0 0 0.0389432634145834 0.0966103882258481 0 0 0.0661565468454159 0 0 0 0 0 0 0 0 0.217270126454923 0 0 0 0 0.0854343257503654 0.0369032851055526 0 0 0 0.0970501814236165 0.0557388560555989 0.0679616316072284 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0280118952575072 0 0 0 0 0 0 0.0681655987842729 0.0809457862444059 0 0 0 0 0 0.224484434172248 0.00352184720875923 0 0.0426020474817991 0 0.0973540428713456 0 0.249230419338256 0 0 0.290081865462882 0.123834842689397 0 0.441079108872372 0 0 0 0.105636120541408 0 0 0.0192276378563261 0 0 0 0 0 17 | -------------------------------------------------------------------------------- /Results/Spatial_Transcriptomic_Heart/heart_w6_sample6_dwls.txt: -------------------------------------------------------------------------------- 1 | X6x12x18 X6x12x19 X6x13x16 X6x13x17 X6x13x18 X6x13x19 X6x13x20 X6x13x21 X6x14x15 X6x14x16 X6x14x17 X6x14x18 X6x14x19 X6x14x20 X6x14x21 X6x14x22 X6x14x23 X6x15x15 X6x15x16 X6x15x17 X6x15x18 X6x15x19 X6x15x20 X6x15x21 X6x15x23 X6x15x24 X6x16x15 X6x16x16 X6x16x17 X6x16x18 X6x16x19 X6x16x20 X6x16x21 X6x16x22 X6x16x23 X6x16x24 X6x16x25 X6x16x26 X6x17x15 X6x17x16 X6x17x17 X6x17x18 X6x17x19 X6x17x20 X6x17x21 X6x17x22 X6x17x23 X6x17x24 X6x17x25 X6x17x27 X6x18x14 X6x18x15 X6x18x16 X6x18x17 X6x18x18 X6x18x19 X6x18x20 X6x18x21 X6x18x22 X6x18x23 X6x18x24 X6x18x26 X6x18x27 X6x19x15 X6x19x16 X6x19x17 X6x19x18 X6x19x19 X6x19x20 X6x19x22 X6x19x23 X6x19x24 X6x19x25 X6x20x16 X6x20x17 X6x20x18 X6x20x19 X6x20x20 X6x20x23 X6x20x24 X6x20x25 X6x20x27 X6x20x28 X6x21x24 X6x21x25 X6x21x26 X6x21x27 X6x21x28 X6x22x24 X6x22x25 X6x22x26 X6x22x28 X6x22x29 X6x23x25 X6x23x28 X6x24x25 X6x24x26 X6x24x27 X6x24x28 X6x24x29 X6x25x25 X6x25x26 X6x25x28 X6x25x29 2 | Erythrocytes_2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.150037561362372 0.0352705553150268 0 0 0 0 0 0 0 0 0 0 0 0.149948931100216 0.204120920363276 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.125462268305962 0 0.0357823733514314 0 0 0 0 0 0 0 0.040221427086512 0 0.0357931400404807 0 0 0 0 0 0 0 3 | Epicardium_derived_cells 0.278182830847629 0.140410921405609 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.180599615937137 0 0 0 0 0 0 0 0 0.349527825103083 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.206204654271843 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.164254128829812 0 0 0 0 0 0 0 0.474153200924478 0.444945303128848 0 0 0 0 0.129299742474192 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0322508023921692 0 4 | Fibroblast_like_1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.608425746466918 0 0 0 0 0 0 0 0.0482304935468698 0.403077105701941 0.706709478385605 0.673856131020562 0.00529579565262203 0 0 0 0.027821700490139 0 0.229483007212779 0.626183918895247 0.0374228842845002 0 0 0.0570452481755704 0 0.0844433439970965 0 0 0.0351647578099376 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 | Smooth_muscle_cells 0 0 0 0 0 0 0 1.29320572782829e-19 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0701141255714907 0 0 0 0 0 0 0 0 0 0.0940974925995577 0 0.0362664157997699 0 0 0 0 0 0 0 0 0 0 -2.8873987636138e-19 0 0 0 0 0 0 0 0 0 0.0128615905756581 0.170447771457864 0.392555186934777 0 0 0 0 0 0.353162495940879 0.0150516162261603 0.787021847021502 0.845589830863619 0.525254656362742 0.727044027286074 0 0.648328970482461 0.746114605830476 0.780786365228791 0.609952002237714 0.749801362207368 0.682388031129792 0.519436794085276 0.745555373314554 0.453984675703832 0.596086816513734 0.138052967310994 0 0 0.743820535050166 0.609283833694353 0 0 0.662531130108664 0.275469849296959 6 | Fibroblast_like_2 0.117976490264513 0 0.0392899600357255 0.186918290491609 0.164901153473078 0 0 0 0.208507152464733 0.220900150520295 0 0 0 0 0 0.264021764220756 0.0846132199265021 0.189257257374234 0 0 0 0 0 0 0.00387471243518386 0 0.235861186220951 0 0 0 0 0 0 0 0 0 0 0.0520463408312122 0.0380936630843683 0.0570766658537476 0 0 0 0 0 0 0 0.199180802509748 0 0 0.272439050439091 0 0.176517466224715 0.123230451444763 0.113205079644725 0 0 0 0 0 0 0 0 0.108707508538155 0.142714097918559 0.17693929024136 0.136782610507196 0.0814549626841172 0.0108126305543045 0 0 0 -1.47991285175056e-18 0 0.0979492740495502 0.0683977290097243 0.185561969973319 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.152044844239438 0 0 0 0.431957977181421 7 | Endothelium_pericytes_adventitia 0 0.0568383287624185 0.166830770559875 0.022723844660876 0 0 0 0.209591036746146 0 0 0 0 0 0 0 0.0388660976109345 0 0.247482370955913 0 0 0 0 0 0 0.0686073852199803 0.160489797839186 0.0299881702030786 0 0 0 0 0 0 0 0 0.0989115511173739 0 0.0460001921989897 0.084001174871893 0.0610893564176676 0.0783540365336843 0 0 0 0 0 0 0.0482871562918016 0 0 0.0490935085181074 0.161409262592755 0.0548619034221273 0.103489189973979 0.0740964467658056 0 0 0 0 0 0.0277538678207803 0 0 0.100410929859618 0.0856095840358991 0 0.069457527412412 0.160224618471469 0.0860883703608336 0 0 0 0.0634757754332287 0.130767346342953 0 0.0324927256494701 0 0.130514228584464 0.0651563006897748 0 0.0469305037886152 0.154410169136381 0.127932349695856 0.0549623855982206 0 0 0 0.0618928750656899 0.305425299842717 0.0586490953930608 0.04841567046941 0 0.0887445568343836 0 0.173461674606506 0 0 0 0.113271263066575 0 0 0 0.0249224787375975 0 8 | Myoz2_enriched_cardiomyocytes 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9 | Cardiac_neural_crest_cells 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.61320124265907e-19 0 0 0 0 0 0 0 0.0238171255761765 0 0.0702239165735606 0 0 0 0 0 0 0 0 0.0584307893991318 0 0 0 0 0 0.050208244505584 0.0152469788329125 0 0 0 0.0919710199646919 0 0 0 0.153197271394353 0 0 0 0.10782811732711 0.0373429880921379 0 0 0.218133761357194 0.0620953853797251 10 | Capillary_endothelium 0.0370892048474775 0 0 0 0 3.68667061684808e-20 0.0351198494736517 0 0 0 0.100234265131367 0.286293146614061 0.191842247045176 0.112291285528284 0.149347373981419 0 0 0 0.112469863904055 0.0317732521379813 0.166821945102071 0.0209539334950847 0.0569873024663083 0 0 0 0 0.0317260872109699 0.119541234623198 0.0629163811495611 0.0331174126585072 0.0813966035613244 0.287267504035328 0.0668547142327621 0.00756555126676842 0.0815585695267848 0 0 0 0 0 0.04081413452284 0.101729642163891 0.0493434969912589 0.0412181277110549 0 0.0716832669356587 0 0 0 0 0 0 0 0 0 0.153719322502284 0.0438473760819582 0 0 0 0 0 0 0 0 0 0 0 0 0.117150056684916 0.0661708053308585 0.0437258933107488 0 0 0 0 0.0289590860796507 0 0.0605256262653616 0 0 0 0 0 0.00694054767291561 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11 | Erythrocytes_1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0160858679419506 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.328911835654062 0.046647116029088 0 0 0 0 0 0 0 0 0 0 0 0.533505172325768 0.642545577605996 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.466155319172312 0 0 0 0 0 0 0 0 0 0 0 0.12098124029763 0 0 0 0 0 0 0 12 | Epicardial_cells 0.130669426237352 0.110664721284824 0.109969496762492 0 0 0 0 0 0.178211421813095 0 0 0 0 0 0 0 0.27762421201425 0 0 0 0 0 0 0 0 0.142339527161252 0.212266656148635 0 0 0 0 0 0 0 0 0 0.0987206029126583 0.502436271185434 0 0 0 0 0 0 0 0 0 0 0.193855608458686 0.376690648447334 0.171099628848064 0 0 0 0 0 0 0 0 0 0 0.0849296334660845 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.232968930653664 0.0242502455984728 0 0 0 0.0935264212735788 0 0 0 0.0449785968741697 0 0.0494579401096322 0 0 0 0 0.0678486991169103 0 0.115261932888402 0 0.0432691734880592 0 0.201328333974071 0.0986736567675146 0 0 0.230476788141895 13 | Ventricular_cardiomyocytes 0.420894814993642 0.492256233620591 0.447653238698173 0.757585478502943 0.741596375053966 1 0.964880150526348 0.682603970590022 0.54525245240698 0.779099849479705 0.899765734868633 0.713570494841816 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0.876274837874273 0.312463128612064 0.0919011977305577 0.185750796313342 0.0703333693426193 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 14 | Atrial_cardiomyocytes 0.0151872328093858 0 0 0.0327723863445714 0.0128894225443763 0 0 5.63403368213516e-05 0 0 0 0.000136358544122932 0.00656166269382151 0 0.0347798195548551 0 0.046072427253533 0 0 0.0177438155572137 0 0 0.000351491994318 -1.00463447378137e-18 0 0 0 0 0.0956712495357426 -5.50038801468377e-20 0 0.00602658809674317 0.0568674639426171 0 0 0.0946218843714886 0.395765707449226 0.205865619264081 0 0.0354362255644809 0.0248823656984516 0.118123294183098 0 0.0506777371325958 1.69643163781648e-19 0.521050602983566 0.00648140423656349 -8.24498471277529e-20 0.806144391541314 0.587042935752897 0.0186298784047802 0.0303626545951131 0.0463267618120445 0 0.0157763580312455 0.107096027824332 0.0178924500069336 0.173058021518113 0.316545896574016 0.153333502030729 0.000347316387168976 0.833672800270706 1 0.0251689824736175 0 0 0 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X7x11x21 X7x11x22 X7x11x23 X7x11x9 X7x12x10 X7x12x11 X7x12x12 X7x12x13 X7x12x14 X7x12x15 X7x12x16 X7x12x17 X7x12x18 X7x12x19 X7x12x20 X7x12x21 X7x12x22 X7x12x23 X7x12x24 X7x12x9 X7x13x10 X7x13x11 X7x13x12 X7x13x13 X7x13x14 X7x13x15 X7x13x16 X7x13x17 X7x13x18 X7x13x19 X7x13x20 X7x13x21 X7x13x22 X7x13x23 X7x13x24 X7x13x9 X7x14x10 X7x14x11 X7x14x12 X7x14x13 X7x14x14 X7x14x15 X7x14x16 X7x14x17 X7x14x18 X7x14x19 X7x14x20 X7x14x22 X7x14x23 X7x14x24 X7x14x8 X7x14x9 X7x15x10 X7x15x11 X7x15x12 X7x15x13 X7x15x14 X7x15x15 X7x15x16 X7x15x17 X7x15x18 X7x15x20 X7x15x21 X7x15x23 X7x15x24 X7x15x8 X7x15x9 X7x16x10 X7x16x11 X7x16x12 X7x16x13 X7x16x14 X7x16x15 X7x16x16 X7x16x17 X7x16x18 X7x16x19 X7x16x20 X7x16x21 X7x16x22 X7x16x23 X7x16x24 X7x16x9 X7x17x10 X7x17x11 X7x17x12 X7x17x13 X7x17x14 X7x17x15 X7x17x16 X7x17x17 X7x17x18 X7x17x19 X7x17x20 X7x17x21 X7x17x22 X7x17x23 X7x17x24 X7x17x9 X7x18x10 X7x18x11 X7x18x12 X7x18x13 X7x18x14 X7x18x19 X7x18x21 X7x18x22 X7x18x23 X7x18x24 X7x18x25 X7x19x20 X7x19x22 X7x19x23 X7x19x24 X7x19x25 X7x20x19 X7x20x20 X7x20x21 X7x20x22 X7x20x23 X7x20x24 X7x20x25 X7x21x18 X7x21x19 X7x21x20 X7x21x21 X7x21x23 X7x21x24 X7x21x25 X7x22x18 X7x22x23 X7x22x24 X7x9x12 X7x9x13 X7x9x14 X7x9x15 X7x9x16 X7x9x17 2 | Erythrocytes_2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.144173655570425 0 0 0 0 0 0 0.0418468109104808 0 0.156945494554272 0.0950995665347541 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.201108916253129 0.198956156622437 0.223416543834146 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.103650445080772 0 0.0449929006896419 0 0 0.0480848471983438 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0616226457145231 0 0 0.0158828824625984 0 0 0 0 0 0 0 0 0 0 0 0 0.0646567635302506 0 0 0.024743699267802 0.026508653611577 0 0 0 0 0 0 0 0.0817737217336344 0 0 0.0193499989354306 0 0 0 0 0.023076407597059 0.0239970868365478 0 0 0 0 0 0.0272747063116053 0 0.17034901185393 0 0.0608208716718313 0 0 0 0.127744207914172 0 0.0338686115613351 0 0 0 0 0 0 0 3 | Epicardium_derived_cells 0.0978457959415295 0 0 0 0 0 0 0.170380700302669 0.289174179743996 0.0263462295400427 0 0 0 0.0176131019734897 0 0 0 0.0210979045651214 0 0 0 0 0 0.157197202196783 0.00749464792042108 0 0.0626737394241049 0 0.0138284742857554 0 0 0 0 0.0399933268515499 0 0.399611361972929 0 0 0.031769129150832 0 0.360374035964876 0 0 0 0 0.0650613363674606 0 0 0 0 -1.15328046122199e-18 0.0666368222833143 0 0 0 0 0.199833801866316 0 0 0 0 0.0512265494823256 0.0180105926000524 0 0 0 0 0 0 0 0.08794168389382 0 0 0.0392916227849371 0 0 0 0.00186727122099932 0.00186451954862606 0 0 0 0 0 0 0 0.0431220973365489 0 0 0 0 0 0 0 0 0 0 0 0 0 0.250012897911465 0 0 0 0.0283904931611188 0.0657357872339084 0 4.33608285293685e-22 0 0 0.00480978415735628 0.682277123363425 0 0 0 0 0 0 0 0.0956422002064331 0.208222575858386 0.014987841407905 0.0355868951532128 0.0995841885181692 0.00570979677882123 0 0 0 0 0 0 0 0 0 0 0 0.243974505037991 0.113863155108551 0 0 0 0 0 0 0 0 0 0.110212464315972 0 0 0 0.0890633479356528 0 0.0761130802121659 0 0 0 0 0.10460161250651 4 | Fibroblast_like_1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.241129542180454 0 0 0 0 0 0 0 0 0 0 0 0 0 0.667424378861796 0.603481351231629 0.234501742174002 0 0 0 0 0 0 0 0 0 0 0 0 0.865419926586688 0.421781800281183 0.312346396166522 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.106726228092032 0.0134974893550126 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0574127876112763 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 | Smooth_muscle_cells 0 0 0 0 0 0 0 0 0 0 0.0672400137296378 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.110682916145139 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.142807724168672 0.128530853432859 0.609440447183284 0.375429581289306 0 0 0 0 0 0 0 0 0 0 0.0344908616357606 0.164327318361914 0.135371892073847 0.889922477726029 0 0.480256059747749 0.691885923532452 0 0 0 0 0 0 0 0 0.0525891176195857 0.407619719215463 0.500713892850731 0.530566283080672 0.50397924888601 0.726426093308429 0.548482509328064 0.367009460555524 0 0 0 0 0 0 0.758555454873031 0 0.74457712995142 0.871979761739067 0.481174179121074 0.571637119782121 0.840505698156962 0.52482492332486 0.909168798508206 0.501071035623378 0.733393039530796 0 0 0.494367301658255 0.685351956087937 0.548423736437624 0.411879381679827 0.577038834526505 0 0 0 0.336690771552742 0.616334970737439 0.773015058480317 0 0 0.481209318590086 0.478864879485734 0 0 0 0 0 0 6 | Fibroblast_like_2 0 0.297992467078171 0.151228521531155 0.0743175317672232 0.0703068106260386 0.0627251734858883 0 0.0583492322023574 0 0 0.101835001857656 0.227512946273377 0.0353666290385295 0.0408113693216106 0.0231941399241523 0 0 0 0.0347365895774761 0.00113593717291741 0.24651804249563 0 0 0 0 0.112802366477455 0 0.0239901622034876 0 0 0.0198819121667384 0 0 0 0.250896846495216 0.133586484083877 0 0 0 0 0 0.0545736920297855 0.113998108637002 0 0 0 0.136858270987871 0 0 0 0.101339461548433 0.089754662086639 0 0 0 0 0 0.193780650249179 0.0678588046009959 0.194491148104021 0.208867187331963 0 0 0.0132415016709263 0 0.16590661454843 0 0 0 0 0 0.239707107160763 0.0367783339519836 0.0239912490392875 0 0 0.0532125757693428 0 0.0545210681965739 0.206215023347486 0.0789319060857571 0 0 0 0 0.0402675154506113 0.158664918170956 0.146654873888522 0.12084212230379 0 0 0 0 0 0.160788808733565 0.0302421093287107 0 0 0 0 0.0777439935611555 0 0 0.194992366837526 0.0777898793027157 0 0 0.06449879314027 0.121506328675664 0.0191534122781398 0.126207418585497 0 0.0919269724095633 0 0 0 0 0 0 -2.01775492407273e-18 0 0.27238374906457 0.0555476198234986 0 0.323581976486442 0 0 0 0 0 0.00981235368218167 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0246874210970327 0 0 0 0.103672225225318 0.248611437458906 0.0945284480623019 0.0641119381860978 0.137560625817862 0.100188185677623 0.215107606751491 0 7 | Endothelium_pericytes_adventitia 0.0891720943342401 0.051291828260297 0 0 0 0.0357611702861241 0.0399831081150635 0.0929358515691542 0 0 0 0.0426733248621917 0 0.0434900852571656 0.0182797201025132 0.019841640895303 0 0 0 0 0.126436363463778 0 0 0 0.050612766928735 0 0 0 0 0 0 0 0 0 0.0861481174420842 0 0 0 0 0 0.241064158819719 0.030527314161307 0.0157767987510124 0 0 0 0 0 0 0 0 0.0500933361993756 0 0 0 0 0.354763755411338 0.164576421577727 0.0238479114890782 0.0684971241044158 0.0105557296783676 0 0 0 0 0 0 0.0758224042902516 0 0 0 0.358435216761287 0.0929558019135313 0.0314208977715908 0 0 0 0 0.0684548054312698 0 0 0 0.043488082600176 0.0900428169862669 0.135669566825596 0.0781985071062384 0.0755544300873723 0.0560196072757827 0.0346581670052627 0 0 0.00285989627864204 0 0 0.0192794915818754 0.0663362585629702 0 0.080703886047842 0 0 0 0.167762014628697 0.0330017061373619 0.159678539284772 0.158087028731631 0 0.0196375464391018 0 0 0.0478075725755628 0.208994163746604 0.121139475499929 0.0887628639210725 0.174020351918089 0 0.0492263130771117 0.0520896658012853 0.187530271141409 0.216021594845598 0.240260791794797 0.0804910040159889 0.0463226146622027 0.112761819337641 0.14182195488237 0.0117550103426761 0.0608865839050206 0 0 0 0.0267953150714495 0 0 0.143074418071825 0.0450373390575658 0.231753954633751 0 0 0 0.169267567755387 0.163447967913092 0.0750060509519496 0.14389912334193 0 0 0 0 0 0.0271366399121736 0 0 0 0 0.0456077246866463 0.104810905238694 0.167522796881713 0.0565879038276273 0.214524518071727 0.0606149432516604 0 8 | Myoz2_enriched_cardiomyocytes 0 0 0 0 0 0 0 0 0 0.0500421019332988 0 0 0 0 0 0 0 0 0 0 0 0.0222025572975397 0 0.0307305265497715 0 0 0 0 0 0 0 0 0 0 0 0 0.0202942589184391 0 0 0.0641579430376752 0 0 0 0 0 0 0 0 0 0 0 0 0.0666233471283875 0 0.0218843010022021 0.019915288866162 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0399958961914621 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0267515974880823 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9 | Cardiac_neural_crest_cells 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.00710564862982971 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0112700342489234 0 0 0 0.0887783356733479 0 0 0 0 0 0 0 0.0206275360127278 0 0 8.63609156389325e-05 0.0377017745718591 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0366304569903039 0 0.032309588229567 0 0 0.0657086226917621 0 0 0 0 0 0 0 0 0.0691873583066916 0 0 0 0 0 0 0 0 0 0 0 0 0 0.125784064407996 0 0 0.0267525621477707 0 0 0 0 0.0817636055611231 0.0990093730630558 0 0 0.0246509115487158 0.107011323243766 0 0 0 0 0 0 10 | Capillary_endothelium 0 0 0.265120992898403 0.246825686442119 0.198339397904162 0.0698284413262752 0.197623768011894 0 0 0.0457956961356072 0.0860463846713185 0.0980963038765576 0.231058480705136 0.31405871423394 0.255335180724607 0.199998500225072 0.15461658936209 0.165245721179016 0.0252335218621294 0.179483401253498 0 0.14112373087643 0.186547428802103 0.0204954054172176 0.0415311352519462 0.23322916125056 0.126239581796146 0.228571614160558 0.164569187725828 0.216160532120406 0.0814267871272361 0.16526894244655 0.188918406460303 0.0568625873487506 0 0 0.116908158240097 0.0543145554640161 0.0233221938581293 0.0695494553928768 0 0.12890498032327 0.0800691604505623 0.173273869457269 0.165836546851511 0.165944558760678 0.0513168613205533 0.041466588092514 0 0 0 0 0.0452103785358047 0.322139823471666 0.154074454800981 0.0342373097475546 0 0 0.0262637707489699 0.00415306056280472 0 0.0927046558213836 0.139791100481806 0.0871955447737742 0.381580230684846 0.177471555449237 0.136323068835396 0.0119121366984288 0.101866641435754 0.145838841909443 0.102015801098746 0 0 0.154275545627491 0.236673154032994 0.213578464066143 0.091296809872943 0.272651084453853 0.0257835215892858 0.0270818857852826 0.0375674401132173 0 0 0 0 0 0.00685060924860389 0 0.0308486356271065 0.0937122017949212 0.291298717105811 0.0990196716566678 0.0947293370078307 0.0463832259596729 0 0.0552903907525258 0 0.241656995488953 0.292633717768137 0 0.00735279299489006 0.174600724477726 0 0 0 0.0143423066817584 0.0364982965102068 0 0 0 0 0 0.116189298206365 0.129196057728772 0.174133769280679 0.00342762519310336 0.0377495786938154 0.000200024158552495 0.00232381989339321 0 0 0 0 0 0.0292130413782987 0 0.234073415282767 -6.90262983598526e-20 0.0652109418998901 0.253669756414908 0.0734099457052323 -8.42432480838697e-19 0 0 0.00334660235062744 0.0718314319104571 0.0419465327896302 0.0678724689342664 0.0833449740531812 0 0 0.134079492094079 0 0 0.189701910569291 0.0529284345159768 0 0.0214490409265021 0 0.167609006009053 0.112227193023745 0.0475323245909589 0 0 0 0.106604906097919 0 0 0.000149766495784991 11 | Erythrocytes_1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.380693059315436 0 0 0 0 0 0 0.251742302721931 0 0.39260442501977 0.368283951927597 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.628180677143905 0.687768917140123 0.633299854016594 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.230040112489556 0 0.336663151307979 0 0 0.154539281307522 0.0558868884103482 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0297782178154343 0 0 0 0 0 0 0 0 0 0 0 0 0 0.112176965527991 0 0 0.0212138370028783 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0283214848409936 0 0.0772324822913447 0.153819089606257 0 0 0 0 0 0 0 0.515061839381383 0 0 0.111261600102593 0.112615263194668 0 0 0 0.0438235894033448 0.0884691531709689 0 0 0.0366961282798321 0 0 0.0782832446123681 0.0521973089274182 0.544710850570371 0.0346673450429848 0.0647350736869966 0 0 0 0.550283607172191 0.121914329446876 0 0 0 0 0 0 0 0 12 | Epicardial_cells 0.0636402952973619 0 0 0 0 0 0 0 0.158092490671904 0.30073315151207 0.100292640735135 0 0 0 0 0 0 0 0 0 0 0 0 0.312021554943063 0.161662015424061 0 0 0 0 0 0 0 0 0 0 0 0.0540586684803455 0.269265253636711 0.271877362770212 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0613565254046377 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.168644862330258 0.0223430468373989 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0461929604710352 0.0366019891898861 0 0 0 0 0 0 0 0 0 0 0 0.046546464116561 0.0610714042598561 0 8.67441807252573e-06 0.0231928151740306 0.0725372379279685 0.130144078343249 0 0.0506699104643328 0.0254777562992203 0.0524711154343873 0 0 0.0809367016945261 0.0150886453736132 0.0772613752368516 0.155293706872249 0.0107178598135576 0.174393955838012 0 0 0 0.026826738203377 0.177548422402579 0.0364581525470801 0 0 0 0 0 0 0 0.142146477092794 0 0 0 0 0.0973076260299721 0 0.0776253560593683 0 0 0 0 0.194861475764038 13 | Ventricular_cardiomyocytes 0.616714991198183 0.650715704661532 0.525473447695979 0.63881053399903 0.671566887805833 0.830908262919862 0.746482804500746 0.565738550322528 0 0 0 0.631717424987874 0.726914000089966 0.584026729213794 0.523240671514576 0.709843992203042 0.791663609638051 0.742448181101106 0.920120537832918 0.717056627671337 0.615224608793996 0 0 0 0.518996017538237 0.653968472271984 0.796994982150169 0.654661791082942 0.79169448198303 0 0.70688169032005 0 0 0.875393587416812 0.580537539777687 0.366312386239703 0 0 0 0 0.286907389363442 0.756830834078387 0.73242412199229 0.609992184798369 0.703696443941295 0.767681279123663 0.809470360189165 0 0 0 0.859257749094866 0.732423302930885 0 0 0 0 0.0967592910667291 0.641642928173094 0.879547230801192 0.550577537739064 0.735757830056777 0.706275751764988 0.766020890773438 0.76439666690871 0 0.58215399429588 0 0 0 0 0 0.378012094112564 0.845207296812995 0.736497713595452 0.508994934432033 0.72734515609306 0.855317589212598 0.725481644325148 0.598427568528499 0.644873892238561 0.708497657464052 0 0 0 0 0 0.636978538863188 0.797325518835695 0.798317357415314 0.673439983302335 0.463897190097239 0.839053127095212 0.88043146535524 0.932989238027599 0.477224404091711 0.678095838308604 0 0 0 0 0.544556484523727 0 0 0.545363378323589 0.659065170406993 0.90189923000502 0.807666798012782 0.933565448574351 0.878493671324336 0.88298445081114 0.336436215910873 0 0 0 0 0 0 0 0 0.314981816209323 0.581142341782376 0.666305794865322 0.629531729461202 0.733116100300241 0.577269059579375 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.420548707339874 0.646758834667728 0.573108343362979 0.668549415112508 0.63126682611483 0.451279728275297 14 | Atrial_cardiomyocytes 1.67729932756928e-19 -8.8465652378126e-20 0.00012043384378754 0.0400462477916275 0.0597869036639663 0.000776951981849967 0.0159103193722967 0.112595665603291 0.359515590155382 0.577082820878982 0.638502997841058 0 0.00666089016636831 0 0.179950287734152 0.0703158666765829 0.0537198009998582 0.0712081931547559 0.0199093507274767 0.102324033902248 0.0118209852465963 0.83667371182603 0.288585856312036 0.479555310893164 0 0 0.0140916966295803 0.0927764325530128 0.0299078560053869 0.490250354247182 0.191809610385975 0.285181137979408 0.347698075077346 0.0277504983828873 0.082417496285013 0.100489767703491 0.808738914361118 0.676420190899273 0.673031314220827 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0.0552460326514421 0.120333831008762 0 0.0656523630405488 0.099965715554113 0.0766674283975418 0.0180226760793133 0.13619735903791 0.00193575828537901 4.02317709965164e-19 0.0500545643351574 0.0199413634713665 0.0736283290077561 0.274345722211158 0.0282125107681107 0.1050165635753 0.0529852963217587 0.0412423401580742 0 0 0.0278925881677993 0 1.71951506118313e-19 0 0 0 0.0705196032171987 0.169091023602216 0.0677070393208637 0.037934809352075 0.0304877751176932 0.0459408089396567 0.128610283117913 0.0253626531124319 0 0.0616205791869161 0.0224716874069205 0.687252223969002 0.613964356066521 0.0544760571107746 0.0254160115909748 0.178454898818321 0.0624743127815007 0.0432307181536931 0.284940137575699 0.775630744387724 0.821515620125195 0.469010877173371 0.0826718494415216 0.0853833071113643 0.154363178904584 0.765858477529379 0.079679465412582 0.08023636191028 0 0 0.126138220893613 0 0 0 15 | Immune_cells 0 0 0 0 0 0 0 0 0.114794574041419 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0221317224564265 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0324636039152308 0 0 0 0 0 0 0 0 0.0337354975190003 0 0.028821370412698 0 0 0.0767836993466339 0 0 0.0684522718605628 0 0 0 0 0 0.0408509996980577 0 0 0 0 0.0312908018238911 0.020120537637142 0 0.0256332593984027 0 0.00595068555599007 0 0 0 0 0.0765713978173355 0 0.0333464737745203 0 0 0 0 0.0357440080082356 0.0425922613452626 0 0 0.0430161691053788 0.0396682732146682 0 0 0 0 0 0 16 | Fibroblast_like_3 0.132626823228685 0 0.058056604030676 0 0 0 0 0 0.0784231653872984 0 0.00608296116519564 0 0 0 0 0 0 0 0 0 0 0 0 0 0.219703416936599 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0895226933955362 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.305643571152242 0 0 0 0 0 0 0 0 0 0 0.0688835849528554 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0961604212657076 0.156152448468942 0 0.0917553607431772 0.0564863594559319 0 0 0 0 0 0 0 0 0 0.0638571123706145 0 0.0858483827489807 0.0548314896225294 0 0.0940915212093169 0.140394414184521 0 0 0 0 0 0 0 0.303611054128303 0 0.0211554240363777 0 0.0655826670615245 0.300988627421167 0 0.161802339394754 0.21112456631362 0.180233093833117 0 0 0.115902025760113 0 0 0 0 0.10677912903319 0.00978584163535451 0 0 4.56212744257177e-05 0.132344049652871 0.0201606030358255 0.135307831204923 0.05388691558832 0 0 0.12538981859549 0 0.0641311283634926 0.142109739178689 0.267434102470092 0 0 0 0.0521518741810939 0 0 0 0 0 0 0.226373503087596 0.121606430264461 0 0.0167378811381428 0.0930106238820183 0.249107416958369 17 | -------------------------------------------------------------------------------- /Results/Spatial_Transcriptomic_Heart/heart_w6_sample8_dwls.txt: -------------------------------------------------------------------------------- 1 | X8x11x13 X8x11x14 X8x11x15 X8x11x16 X8x11x17 X8x11x18 X8x11x19 X8x11x22 X8x12x11 X8x12x12 X8x12x13 X8x12x14 X8x12x15 X8x12x16 X8x12x17 X8x12x18 X8x12x19 X8x12x20 X8x12x22 X8x12x23 X8x12x24 X8x13x10 X8x13x11 X8x13x12 X8x13x13 X8x13x14 X8x13x15 X8x13x16 X8x13x17 X8x13x18 X8x13x19 X8x13x20 X8x13x21 X8x13x22 X8x13x23 X8x13x24 X8x13x25 X8x14x10 X8x14x11 X8x14x12 X8x14x13 X8x14x14 X8x14x15 X8x14x16 X8x14x17 X8x14x18 X8x14x19 X8x14x20 X8x14x21 X8x14x22 X8x14x23 X8x14x24 X8x14x25 X8x14x26 X8x15x10 X8x15x11 X8x15x12 X8x15x13 X8x15x14 X8x15x15 X8x15x16 X8x15x17 X8x15x18 X8x15x19 X8x15x20 X8x15x21 X8x15x23 X8x15x24 X8x15x25 X8x15x26 X8x15x9 X8x16x10 X8x16x11 X8x16x12 X8x16x13 X8x16x14 X8x16x15 X8x16x16 X8x16x17 X8x16x18 X8x16x19 X8x16x20 X8x16x21 X8x16x23 X8x16x24 X8x16x25 X8x16x9 X8x17x10 X8x17x11 X8x17x12 X8x17x13 X8x17x14 X8x17x15 X8x17x16 X8x17x17 X8x17x18 X8x17x19 X8x17x20 X8x17x21 X8x17x22 X8x17x24 X8x17x25 X8x18x10 X8x18x11 X8x18x12 X8x18x13 X8x18x14 X8x18x15 X8x18x16 X8x18x17 X8x18x18 X8x18x19 X8x18x20 X8x18x21 X8x18x22 X8x18x23 X8x18x24 X8x18x25 X8x18x26 X8x19x10 X8x19x11 X8x19x12 X8x19x13 X8x19x14 X8x19x15 X8x19x16 X8x19x17 X8x19x18 X8x19x19 X8x19x20 X8x19x22 X8x19x23 X8x19x24 X8x19x25 X8x19x26 X8x20x11 X8x20x12 X8x20x13 X8x20x14 X8x20x15 X8x20x16 X8x20x17 X8x20x21 X8x20x22 X8x20x23 X8x20x24 X8x20x25 X8x20x26 X8x21x13 X8x21x14 X8x21x15 X8x21x21 X8x21x22 X8x21x23 X8x21x24 X8x21x25 X8x21x26 X8x21x27 X8x22x20 X8x22x21 X8x22x22 X8x22x23 X8x22x24 X8x22x25 X8x22x26 X8x22x27 X8x23x18 X8x23x19 X8x23x20 X8x23x21 X8x23x22 X8x23x23 X8x23x24 X8x23x25 X8x23x26 X8x23x27 X8x24x18 X8x24x19 X8x24x20 X8x24x21 X8x24x24 X8x24x25 X8x24x26 X8x25x20 X8x25x24 X8x25x25 2 | Erythrocytes_2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0273539664085743 0 0 0 0 0 0 0 0 0 0 0 0 0 0.07902164794842 0.05106114504167 0.035565506847955 0 0 0 0 0 0 0.229512369735538 0.134424818429409 0.167283249934436 0.17957500511562 0 0.0182024342822086 0 0 0 0 0.0316194612387035 0 0 0 0 0 0 0 0.0990743253481582 0.205694470663491 0.265398704287374 0.119014955063392 0 0 0 0.0277351055531942 0.0904811709618985 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0334074795201419 0.0477304757234008 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0522836388501454 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0152652437825253 0 0 0.0818938091884608 0 0 0 0.06256597374891 0 0 0 0 0 0 0 0.131094866336474 0 0 0.346630090670337 0 0.0297601211218636 0 0 0.022056641663658 0 0.142373480897454 0 0 0.0863408060117639 0.0294741189860501 0 0.0475184700061116 0 0 0 0.0341180806582522 3 | Epicardium_derived_cells 0.158245513217015 0 0.0352790608621941 0 0 0.143506492368224 0.26908712209328 0 0 0 0 0.0247563746462255 0 0 0 0 0.077857028626158 0.153747224971451 0 0 0 0.239091269860595 0.0862455574380868 0 0 0 0 0.00833515222838952 0 0 0 0 0.401206558797373 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.036826043005039 0 0 0 0 0 0 0.117362638292331 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.117732344300025 0 0 0 0 0 0 0 0 0 0 0 0.122765641101754 0 0 0 1.21036969345191e-19 0.0402274732316353 0 0 0 0 0 0 0 0 0 0 0 0.25398523962346 0.0415099621036211 0 0.122619585657574 0.0114473801776263 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.115128070090091 0.0973541775541088 0 0 0 0 0 0 0 0.173875714689301 0.143009789111862 0 0 0 0 0 0.154531821913959 0 0.0819989513353182 0 0 0 0.021564845497981 0 0 0 0 0 0 0.128411575276659 0.132540021765317 0.215011733949502 0 0 0.139323382709979 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0702624698687706 0 0 0 0 0 0 0.131958026258386 0 0 0 0 0 4 | Fibroblast_like_1 0 0 0 0 0 0 0.0290068850932469 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0436371299164492 0 0.169607188056933 0 0.064672698523002 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0939454522587894 0.499412400798116 0.65381093557173 0 0 0 0 0 0 0 0 0 0 0 0 0 0.261263690517523 0.290610014257086 0 0 0 0 0 0.0207368935153435 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.23690436551428e-18 0 0 0 0 0 0.00480940690110665 0 0 0 0 0.0302721093397534 0 0 0 0 0 0 0 0 0 0 0.282765192034689 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 | Smooth_muscle_cells 0 0 0 0.0347096316977407 0 0 0 0 0.00374552303450707 0 0 0 0 0 0 0 0 0 0.00134350834847039 0 0.0677821543850932 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0620861990505104 0.0747324935700061 0 0 0 0 0.0339599239614504 0.0341619327861021 0.076164269686481 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.170815699787634 0 0 0.0807000773520768 0 0 0 0 0.0520584519056564 0.0226831195812021 0 0 0 0 0 0 0 0 0 0 0 0 0 0.033532391109573 0 0 0 0 0 0 0 0 0 0 0 0 0.0270547188934804 0.107028563300557 0.1435675658355 0.0487033060175559 0.886021498929348 0.714284280340899 0 0 0 0 0 0 0 0 0 0.102388965898273 0.101333309982863 0.665671944805365 0.700210426187913 1 0.520541087985925 0.699591236691281 0.727985938990293 0 0.0188579332463693 0 0 0 0 0 0 0 0 0.224876712444163 0.967652813601898 0.580835945415098 0.998070469120756 0.54250316589585 0.847095261488679 0 0 0 0 0 0 0.0684206096518128 0.977834738890298 0.669506935849938 0.62184276308214 0.694196089700659 0.903846405654982 0.797381579912615 0 0 0 0.735344415362591 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0.0760390005304487 0.194511679898371 0 0 0 0.0632051374622422 0.036124301571414 0.00277855443724614 0 0 0.0170956418778794 0 0.0198578690288607 0.0350336291030466 0 0 0 0.0445269818883979 0.0548421364506169 0 0.00346590991403901 0 0 0.0106707199038137 0 0 0.0192674918189833 0.125754655912008 0.0434972682138525 0 0 0 0 0 0.0497754351592619 0.00240345946881829 0.0548942186344799 0.00405969067129896 0 0 0 0 0 0 0.0868858666316428 0 0 0 0 0 0.223151709721228 0 0.0457824392464658 0.0164397899308606 0 0 0 0 0 0 0.0211845818801852 0.0845252229275635 0 0 0 0.0436423619604112 0.0651768245974222 0.163724977096187 0.125425373340269 0.0383160301484856 0 0.112736687962313 0.0651970578942174 0 0 0 0 0.0444496398123395 0 0 0 0 0.137071748582453 0.161516629027059 0.0467711844031173 0 0 0 0 0 0 0.0284986458009092 0.127383754684175 0 0.0784592147060866 0.169140311386525 0.0525092673823799 0.107315374765502 0.103806411873609 0.0691923335109376 0.0662050772315618 0 0 0 0.0387702584288409 0 0.0638992762918374 0.0835130471402162 0.041099758812472 0 0.252885960685407 0 0.00502810847785596 0 0.0366136451525974 0.227165776429888 0.0532848822894533 0 0.0277897432354383 0 2.01468885982102e-20 4.29871564694027e-19 0.0824101616116762 0.214561186174094 0.217688227184051 0.142496765883021 0 0.153000214825297 0 0 0.0253523958917815 0.185795828158603 0.118034947615846 0.112503571026771 0.0166692012313634 0.0485982513766211 0.0906095935028061 0.0693982393764008 0.0221652611097024 0.165412871253271 0.111735054303077 0.0523764343886397 0.0658814850052647 0.0476257702342154 0.154324851602288 0.0595026407536682 0.135705445962455 0.100779868489449 0 0.0563786553269872 0 0.0232746641927133 0.0449346183848712 0 0 0 0 0.0371604760387541 0.105581714109374 0.0849929349970784 0 0 0 0 0 0 0 0 0 0.104820327633287 0 0 0 0 0 0 0 0.0126761408812487 0.0384209838718618 0 0 0.0754115595096042 8 | Myoz2_enriched_cardiomyocytes 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0214031798732261 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0140852613065757 0.0150080574304091 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0209473356814428 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9 | Cardiac_neural_crest_cells 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.061602188806442 0.0305251059994842 0.0353099146079885 0.095061325298124 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.141593364436562 0.0759124516955374 0 0.22687589201714 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.164852453547879 0 0 0.0865276819718928 0 0 0 0 0 0 0 0 0 0.029739513148133 0.150498723377914 0 0.0275551511313181 0 0 0 0 0 0 0 0.0461425944821844 0 0.00113971830423154 0 0 0 0 0 0.101380743248688 0 0 0 0 0 0 0 0 0 0.088103733231641 0.121314174182464 0 0 0 0.0431309552350729 0 0 0 0.0247078137255123 0 0 0 10 | Capillary_endothelium 0 0 0 0 0 0 0.0459202814629624 0.0765915108181551 0 0.116696653999636 0.222960166884186 0.156557540528464 0.224786715987278 0.0986091382134738 0.197060015520068 0.11540377047703 0 0 0.12211873708309 0.0809272771580662 0.0287840670057403 0 0.069317864664105 0.159305868523446 0.123313292566458 0.339422698316158 0.123113585279152 0.0633801228517253 0.0891668603101178 0.215626123832022 0.0340642004124129 0 0 0.23377723893675 0.15710302375355 0.0184464538943588 0 0 0.14844638520272 0.336961494896804 0.105457308518147 0.114162686087558 0 0 0 0 0 0.302836752796038 0 0 0.254847867495615 0.187727229396052 0.165758170087269 0.050002071634434 0 0.195713980563072 0.107961011425903 0.0956460840595152 0.118817634783945 0.180422935229235 0 0 0 0 0 0.0484770038687448 0.122919287090505 0.247089045751487 0.1249828281159 0 0 0.0771974243809199 0.0337543175705057 0.0675691587704055 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0.781926857397352 0.17146587736009 0 0 0 0.0239309731103064 0 0 12 | Epicardial_cells 0.0498358616734062 0.0232018039045516 0 0 0 0.0624560495325024 0.20163343527162 0.0671543779972565 0.176519364932709 0.0637841573981536 0 0 0 0 0 0 0 0 0 0.0949921603552768 0.215381573307329 0 0 0 0.00394222954433288 0 0 0 0 0 0 0 0.027616007177563 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0949221204266579 0.0208176489817144 0 0 0.2159342854426 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0457531294763208 0.0491445045379181 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0134524046797406 0 0 1.17511584360642e-20 0 0 -4.61746893755082e-21 0 0.00350183873112246 0 0 0 0 0 0 0 0.0909824801951502 0.0249871031360846 0 0 0 0 0 0 0 0.00467793540080126 0 0 0.0437180409375489 0 0 0 0 0.10241185418744 0.144251628880434 0 0 2.9542625203281e-20 0 0 0.00288267290566808 0 0.038879592633822 0 0 0 0.0294725498240243 0 0 0 0.0485595918767118 0 0 0 0 0 0 0 0.0678185675694433 0.0255326864668964 0 0 0.0524003498375169 0.124661595799227 0.037823629051735 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0.122575225495309 0.0662955623174841 0.0332758662289418 0.0600573954184277 0.102639091143501 0 0 0 0.0833961848823617 0 0.0651078469536612 0.112911266970909 0 0.0205810129604416 0 0.270316509433013 0.0209408548776015 0.0217883523049165 0.0325093335277074 0 8 | Myoz2_enriched_cardiomyocytes 0 0 0 0 0 0 0 0 0 0 0 0.00991756348856773 0 0 0 0 0 0 0 0 0.0127200374348258 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0193615562392113 0.0141488298092449 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.00797759663741741 0 0 0 0 0 0 0 0 0 0 0.0725830665809056 0 0 0 0 0 0 0.0146614430850733 0 0 0.0149735042605047 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0154823453085913 0 0 0 0 0 0 0 0 0 0 0.136657644503305 0 0 0 0 0.193794856184293 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.12089371080015 0 0 0 0 0 0 0 0 0 0 0 0 0 0.336538712010454 0 0 0 0 0 0 0 0.194168682843992 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.138981752113352 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0350708617816771 0 0 0 0 0 0 0 0 0.0126230365960023 0 0 0 9 | Cardiac_neural_crest_cells 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0173599523156688 0 0 0 0 0 0 0 0 0 0 0.0122952612558153 0.268811261474941 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0499929393328304 0 0 0 0 0 0 0 0 0 0 0 0.065121279971481 0.0486037499609602 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.120440971726141 0 0 0 0 0 0 0 0 0 0 0 0.0214263848718114 0 0 0 0 0 0.0715384659899339 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.119363383797278 1.58739491334449e-20 0.0910711876547017 0 0.0423849119525822 0 0.0901119435438727 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0507402321718114 0.134118269698921 0 0 0 0 0 0 0 0 0 0 0 0.0348087847659509 0 0.0581816881884712 0 0 0 0 0 0 0.0261990123425278 0.0572695119135095 0 0 0 0 0.105057847030139 0 0 0 0 0 0 0 0 0 10 | Capillary_endothelium 0.0844313207287298 0.0408364961492356 0.0730711636903623 0.0667704322608913 0.0421646588792645 0.026192559622705 0.128495717094215 0.0832020845765841 0.171814513164275 0.188813075858798 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0.123103100203792 0.0365515457561481 0.043278670922686 0.162827862042029 0.118300535695905 0.0726840589004143 0 0.0461795289573478 0 0 0 0.0245473382239936 0 0 0.0962428328060806 0.0304437489463841 0.0551216839673368 0.0804830350792783 0.0404327781844926 0.0523502506901376 0.243299256575545 0.0774014244754888 0.0539273799737629 0 0 0.102792376645467 0.084083759294559 0 0.0779994982191731 0.0253712717690955 0.113511319285129 0.0892344638003634 0.0512085343940359 0.109647041692861 0.0282624616918189 0.0648540308563377 11 | Erythrocytes_1 0 0 0 0 0 0 0 0.039194950368054 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.101696046216844 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.00560248592861441 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.117321621259832 0 0 0 0 0 0 0 0.037671306996606 0 0 0 0 0 0 0 12 | Epicardial_cells 0 0 0 0.0348437645799668 0 0 0 0 0 0 0 0 0.083583360637354 0.0240523906559472 0 0 0 0 0 0 0 0 0 0.0459663105987914 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0784068915449246 0 0.051778979184503 0 0 0 0 0 0 0 0 0 0 0.0773272981662327 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.123102616706316 0 0 0 0 0 0 0 0 0 0 0 0.0492454655939609 0 0 0.0365599194802564 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0450866129982486 0 0 0 0 0 0 0 0 0 0.0369210885734783 0 0 0 0 0 0 0 0 0 0.0141938393164929 0.0603320655396763 0 0 0 0 0 0 0.0595946345851772 0 0 0 0 0 0 0 0 0.085242655833201 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0439955425478542 0 0 0.12391753129145 0.0632649785748062 0 0 0 0.0275183551630823 0 0 0 0.0445125502072864 0.03955300852957 0.225556950181479 0 0.121320594686365 0.0327991780433395 0.0756840326143988 0.151421189968783 0 0 0 0.0489762386374858 0 0 0 0 13 | Ventricular_cardiomyocytes 0.91556867927127 0.951768604771473 0.797311337435476 0.472771242512575 0.942934896906938 0.651650679504794 0.649276044506811 0.763236385220417 0.827012010675841 0.737939756942765 0.728445000372578 0.718902624050278 0.384097260131585 0.750802360374743 0.850965544503086 0.613680194175256 0.795435865879588 0.865883089682904 0.803530728752769 0.898262071669228 0.690403294984903 0.793923372206805 0.792429097605846 0.852698938411187 0.773802019527777 0.822109435493238 0.637608592590006 0.648539903599236 0.882044086672856 0.945784948965976 0.785462488808361 0.632071250042245 0.877349352930935 0.636106252564942 0 0 0 0 0 0.860654978169859 0.700364935768513 0.95064109838135 1 0.835433722796888 0.965748391427258 0.932926931242798 0.803581950170909 0.802671091670388 0.784300324869907 0 0 0 0 0 0 0 0 0.778819512987291 0.904436530913577 0.953749225111188 0.741416548991315 0.804572924860627 0.739615848274945 0.944142179230437 0.694882059594159 0.911961593585933 0.751722683102224 0.513184781661344 0 0 0 0 0 0.166384528956979 0 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0.806368066016695 0.445615878719682 0 0 0 0 0 0 0 0 0.701505313977522 0.963448454243852 0.814544388859994 0.837172137957971 0.72031668034085 0.677553697645478 0.472973582136101 0.584509884518763 0.172667099203202 0 0 0 0 0 0.903757167193919 0.955377814449163 0.749553266141976 0.853221402603238 0.926291355586566 0.852530349439662 0.368250796114166 0.181216045081752 0.130932303497969 0.764041748400169 0.407358379300557 0.284306962162797 0.468894377470903 0.735473292909701 0.884329194784221 0.79348101625069 0.886488680714871 0.591472788129137 0.90029662797725 0.852449558244299 0.796584930610284 0.664884194180845 14 | Atrial_cardiomyocytes 0 0 0.0758561451164504 0.313188482616275 0.00350165504339842 0.178956241693379 0.222228238398975 0.114366579834944 0.00117347615988487 0.0588220152407392 0.0606522016691766 0.05298068043566 0.100582680365691 0.0851923750537457 0 0.0579272896133615 0.0552845314789603 0 0 0.0476343468515346 0.190082148119703 0 0.0651059702749305 0 0.0641493584549296 0 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0.193309781848596 0.174195998271813 0.000309187522976847 0.157385078069403 0.141931123255277 0 0.0438179968677838 0 0 0 0 0 0 0 0 0 0 0.162028234037262 0 0 0.0385263252353657 0.0995106069893087 0.0479947113914526 0 0 0.0970815108842661 0 0 0 0 0 0 0 0 0.0941277981128841 0 0.0336435621874978 0 0.161382783963246 0.249762243454107 0.212748863182258 0.201242929550203 0.740830756275008 0 0 0 0 0 0 0 0.0452314692322954 0 0 0.0350620044517725 0.0977776723571423 0.503596610784657 0.552880801989169 0.200887389818154 0.287445165580651 0.428328453518319 0.201172136636339 -1.81820826510381e-19 0 0.154108460723916 0 0 0.0149309461551106 -1.14401968800887e-19 0.14264327417019 0.270261774962817 15 | Immune_cells 0 0 0 0 0 0 0 0 0 0 0 0 0.0400630914302631 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0291292912768841 0 0 0 0 0 0 0 0 0 0 0 0 0.0245783610833873 0 0.0303108588576265 0.0329894039933316 0 0.0101599996578732 0 0.0784397399277306 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0401264445258633 0.0609631589765903 0.00253737444793758 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0169227463748815 0.00801871573890603 0.0275322608454866 0.0281902546873577 0 0.0461225212627517 0.03358566266793 0 0 0 0 0 0 0 0 0 0 0 0 0.00894847693077137 0.0849709342594587 0.0552589098861342 0.029889029178281 0.105820197888719 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0698862910033386 0 0 0 0 0.0233211604053144 0 0 0 0 0 0 0 0 0 0.0600271930549761 0 0 0 0 0 0 0 0.0095571263239042 0 0 0 0 0 0 0 0 0 0 0 0 0.0232504090330625 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0128943993091683 0 0.0276624084509707 0 0 0 0 0 0 0 0 0 0.0196538340647673 0 0 0 0 0 0 0.00645823829585664 0 0 0 0 0 0 16 | Fibroblast_like_3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.37639035407292 0 0 0.0481710249743171 0.0731539043350878 0 0 0 0 0 0 0 0 0 0 0.256504424738357 0 0 0.000560347283873018 0.131957226575194 0 0.388682127077907 0.203846978339007 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0555221439895836 0.252278833539614 0.241207135317457 0 0 0 0 0 0 0 0 0 0 0 0 0 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X19x17x11 X19x17x12 X19x17x13 X19x17x14 X19x17x15 X19x17x16 X19x17x17 X19x17x18 X19x17x19 X19x17x20 X19x17x21 X19x17x22 X19x17x23 X19x17x24 X19x17x25 X19x17x7 X19x17x8 X19x17x9 X19x18x10 X19x18x11 X19x18x12 X19x18x13 X19x18x14 X19x18x15 X19x18x16 X19x18x17 X19x18x18 X19x18x19 X19x18x20 X19x18x21 X19x18x22 X19x18x23 X19x18x24 X19x18x25 X19x18x26 X19x18x7 X19x18x8 X19x18x9 X19x19x10 X19x19x11 X19x19x13 X19x19x14 X19x19x15 X19x19x16 X19x19x17 X19x19x18 X19x19x19 X19x19x20 X19x19x23 X19x19x24 X19x19x25 X19x19x7 X19x19x8 X19x19x9 X19x20x10 X19x20x11 X19x20x12 X19x20x13 X19x20x14 X19x20x15 X19x20x16 X19x20x17 X19x20x18 X19x20x19 X19x20x20 X19x20x21 X19x20x22 X19x20x23 X19x20x24 X19x20x8 X19x20x9 X19x21x10 X19x21x11 X19x21x12 X19x21x13 X19x21x14 X19x21x15 X19x21x16 X19x21x18 X19x21x21 X19x21x22 X19x21x23 X19x21x9 X19x22x11 X19x22x12 X19x22x13 X19x22x14 X19x22x15 X19x22x16 X19x22x17 X19x22x18 X19x23x13 X19x23x14 X19x23x15 X19x23x17 X19x23x18 X19x8x11 X19x8x12 X19x9x10 X19x9x11 X19x9x12 X19x9x13 X19x9x8 X19x9x9 2 | Erythrocytes_2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0203700626960335 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.021759881681001 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0212122500131528 0.0258086593333542 0 0 0 0.0148699228161093 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0349340316780766 0.0216069953846362 0 0 0.0203710309899763 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0345654361651963 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0217685916148027 0 0 0 0 0.0637835741712984 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0230496507487689 0 0 0 0 0.0212650731607452 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 | Epicardium_derived_cells 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.194193616881382 0.000793776148992912 0 0 0 0 0 0 0 0 0 0 0 0 0 0.422882736935997 0.0453112374556579 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0338330405982681 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.214690165313879 0 0 0 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0.0611946769082745 0 0 0 0 0 0 0 0.167511694760019 0 0.130942222744248 0 0.0964073245321539 0.0405686802088403 0 0.14273723222387 8 | Myoz2_enriched_cardiomyocytes 0 0.220591625387524 0.196048385683191 0.0140107529798828 0.0254627725031173 0 0 0 0 0 0.00973768705783633 0.0660721091046719 0 0 0 0.0158289392113563 0 0 0 0 0.015545430479211 0 0 0.184795676660118 0 0 0 0 0 0 0 0 0 0.00164889494050817 0 0 0 0 0.246424540917467 0 0.0201938176780174 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0146397785921242 0.307483958043707 0.0208021188065052 0 0.012343007340468 0 0 0 0 0 0 0 0 0 0 0 0.0126954860396402 0 0 0 0.0249443956177897 0.0168423956224395 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0374415052008637 0 0 0 0.0340595504490352 0.0254146666093081 0 0 0 0 0 0 0 0 0 0.0158035898434031 0 0 0 0 0.235690807258371 0 0 0 0.134963284309174 0 0 0 0 0 0 0 0 0 0 0.0131391382705813 0 0.413431544632417 0 0.269581664798782 0.0184648913772275 0.00741278064146951 0.00833267158020055 0 0 0 0 0 0 0 0 0 0 0.0240821564707632 0 0 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0 0 0 0 0 11 | Erythrocytes_1 0 0 0 0 0 0 0 0 0 0.02771069945022 0 0 0 0 0 0 0 0 0 0 0.0433212309243711 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0619285527666039 0 0 0 0 0 0 0 0 0 0 0 0 0.048927505123677 0 0 0 0 0.0438429186725503 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0255175368054015 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0341535123147412 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 12 | Epicardial_cells 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.13691110304498 0.0847783412255462 0 0 0.038481588018638 0 0.211583233832786 0 0 0 0 0 0 0 0 0 0 0.218664495578153 0.303934884312771 0.0159924719336436 0.157822761341309 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.065465865257456 0.0626011881486605 0 0 0 0 0.127822874403163 0 0 0 0 0 0 0 0 0 0 0 0 0.159229947840802 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0504238606519683 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0.982732715232504 0.724430459368319 0.763923154037562 0.984634712692092 0.828041447362316 0 0 0.810469347147628 0.49479067006452 0.808060091986601 0 0 0.642283767679189 0.924229542685495 0.795882741734515 0.921508805176061 0.903592675467846 0.860221339626732 0.752736336112032 0.753194329741262 14 | Atrial_cardiomyocytes 0.0292135813979953 0.258514618771636 0.211069819895957 0 0.00193406383766328 0 0 0.0756422212293671 0.146853410390645 0.0805767698136885 0 0.0467456884447957 0 0.247383880620144 0.0963890617755391 0 0.213003165855856 0.0947756658312632 0.156325452405329 0.120880529422386 0.185168783215376 0 0.0530714828105367 0.153263743553179 0 0 0 0 0 0 0.0426474154530484 0.0195123845241189 0.0100209707830354 0.0856050094482477 0.0670708747597419 0 0 0 0.072059240967904 0.043017593666703 0 0 0 0 0 0 0 0 0 0.331792312594367 0.0862772987808174 0.179040222780366 0 0.0581242654395208 0.0879493075795749 0 0 0 4.58881488421578e-18 0.0336621649757863 0.309284029748558 0.0688225328173654 0 0 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0 -3.94987110784893e-19 0.174875159376753 0 0 0.761434052810717 0.95702761315658 0 0.40372029004392 0 0.972306260188308 0.944330314993149 0.0368605737546021 0 0.0606989137123575 0.0784911948239393 0 0 0 0.0681865286918019 15 | Immune_cells 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0726749586880548 0.0248432487206412 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.093270562309205 0 0 0 0 0 0.0464292510922395 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0575186764367356 0.0904430812659057 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0695023840357724 0.104445210534173 0 0.0419831609364737 0.0565276656653863 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0654595344675355 0 0 0 0.0436085243977734 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0343996007708391 0 0 0 0.0330753989165312 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0315950057596288 0 0.0612125897477509 0 0.04101083605084 0 0 0 0 0 0 0 0 0 0.0446085317055023 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0354196316802421 0 0.0232766408926967 0 0.0669596143696375 0 0 0 0 0 0 0 0 0 0 0 0.0186278799391729 0.0318770535846037 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16 | Fibroblast_like_3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.0561978630045037 0 0.0892781677196601 0.260998691407732 0 0 0 0 0 0 0 0 0 0 0 0 0 0.109439887834363 0 1.05553901431579e-19 0 0.00218492356730306 0.120660137470389 0.129211801705168 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.00640367256534968 0.0785499073939989 0 0 0.185471463949352 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.112382642169157 0 7.46494550207461e-05 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.37278289990027e-05 0 0.363766347759509 0.191435821430892 0 0 0 0 0 0 0 0 0 0 0.20591111599973 0 0.0774997366872181 0 0.130431412311959 0 0.247639587190361 0.209261130867532 0 0 0 0 0 0 0 0 0 0 0 0.183507671315399 0.251174601301616 0.202010056482444 0.00990762277845197 0.00860755370254522 0 0.194260416834674 0.0708798032593728 0.180700235712668 0 0 0 0 0 0 0 0 0 0 0 0.0441363989310282 0.136278116317974 0 0.227457139105739 0.360641272825717 0 0 0 0 0 0 0 0 0 0 0 0.0754564999979566 -1.61464881608425e-19 0.187196830590604 2.48868617099419e-20 8.28240215181558e-19 0 0.0926382044674496 0 0 0 0 0 0 0 0 0 0 0.178884565944344 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 17 | -------------------------------------------------------------------------------- /Results/Visium_Brain/visium_brain_1-10.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdong08/spatialDWLS_dataset/b58b23874dea00591cbc5467e903babadd59f5a3/Results/Visium_Brain/visium_brain_1-10.pdf -------------------------------------------------------------------------------- /Results/Visium_Brain/visium_brain_11-21.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdong08/spatialDWLS_dataset/b58b23874dea00591cbc5467e903babadd59f5a3/Results/Visium_Brain/visium_brain_11-21.pdf -------------------------------------------------------------------------------- /codes/Heart_ST_tutorial_spatialDWLS.Rmd: -------------------------------------------------------------------------------- 1 | --- 2 | title: "Heart_deconvolution" 3 | output: html_document 4 | --- 5 | 6 | ##Import library 7 | ```{r} 8 | library(Giotto) 9 | library(ggplot2) 10 | library(scatterpie) 11 | library(data.table) 12 | ``` 13 | 14 | ##Here is an example for tutorial by using spatial transcriptomic data of Sample 10, W6 in Asp et al. 15 | ##Identification of marker gene expression in single cell 16 | ```{r} 17 | sc_meta<-read.table("../datasets/heart_development_ST/sc_meta.txt",header = F,row.names = 1) 18 | sc_data<-read.table("../datasets/heart_development_ST/all_cells_count_matrix_filtered.tsv",header = T,row.names = 1) 19 | 20 | my_python_path = "python path" 21 | instrs = createGiottoInstructions(python_path = my_python_path) 22 | heart_sc <- createGiottoObject(raw_exprs = sc_data,instructions = instrs) 23 | heart_sc <- normalizeGiotto(gobject = heart_sc, scalefactor = 6000, verbose = T) 24 | heart_sc <- calculateHVG(gobject = heart_sc) 25 | gene_metadata = fDataDT(heart_sc) 26 | featgenes = gene_metadata[hvg == 'yes']$gene_ID 27 | 28 | heart_sc <- runPCA(gobject = heart_sc, genes_to_use = featgenes, scale_unit = F) 29 | signPCA(heart_sc, genes_to_use = featgenes, scale_unit = F) 30 | 31 | #######calculate Sig for deconvolution, This step use DEG function implemented in Giotto 32 | heart_sc@cell_metadata$leiden_clus <- as.character(sc_meta$V3) 33 | scran_markers_subclusters = findMarkers_one_vs_all(gobject = heart_sc, 34 | method = 'scran', 35 | expression_values = 'normalized', 36 | cluster_column = 'leiden_clus') 37 | Sig_scran <- unique(scran_markers_subclusters$genes[which(scran_markers_subclusters$ranking <= 100)]) 38 | 39 | ########Calculate median expression value of signature genes in each cell type 40 | norm_exp<-2^(heart_sc@norm_expr)-1 41 | id<-heart_sc@cell_metadata$leiden_clus 42 | ExprSubset<-norm_exp[Sig_scran,] 43 | Sig_exp<-NULL 44 | for (i in unique(id)){ 45 | Sig_exp<-cbind(Sig_exp,(apply(ExprSubset,1,function(y) mean(y[which(id==i)])))) 46 | } 47 | colnames(Sig_exp)<-unique(id) 48 | ``` 49 | 50 | ##Spatial transcriptomic data analysis 51 | ```{r} 52 | ##The heart spatial transcriptomic data is from Asp et al "A Spatiotemporal Organ-Wide Gene Expression and Cell Atlas of the Developing Human Heart". 53 | 54 | spatial_loc<-read.table(file="../datasets/heart_development_ST/sample10_w6_loc.txt",header = F) 55 | spatial_exp<-read.table(file="../datasets/heart_development_ST/sample10_w6_exp.txt",header = T,row.names = 1) 56 | 57 | 58 | ##Transform ensemble gene to official gene name 59 | ens2gene<-read.table(file="../datasets/heart_development_ST/ens2symbol.txt",row.names = 1) 60 | inter_ens<-intersect(rownames(spatial_exp),rownames(ens2gene)) 61 | filter_spatial_exp<-spatial_exp[inter_ens,] 62 | rownames(filter_spatial_exp)<-as.character(ens2gene[inter_ens,]) 63 | 64 | ##Generate Giotto objects and cluster spots 65 | heart_w6_sample10_st <- createGiottoObject(raw_exprs = filter_spatial_exp,spatial_locs = spatial_loc, 66 | instructions = instrs) 67 | heart_w6_sample10_st <- filterGiotto(gobject = heart_w6_sample10_st, 68 | expression_threshold = 1, 69 | gene_det_in_min_cells = 10, 70 | min_det_genes_per_cell = 200, 71 | expression_values = c('raw'), 72 | verbose = T) 73 | heart_w6_sample10_st <- normalizeGiotto(gobject = heart_w6_sample10_st) 74 | heart_w6_sample10_st <- calculateHVG(gobject = heart_w6_sample10_st) 75 | gene_metadata = fDataDT(heart_w6_sample10_st) 76 | featgenes = gene_metadata[hvg == 'yes']$gene_ID 77 | heart_w6_sample10_st <- runPCA(gobject = heart_w6_sample10_st, genes_to_use = featgenes, scale_unit = F) 78 | signPCA(heart_w6_sample10_st, genes_to_use = featgenes, scale_unit = F) 79 | heart_w6_sample10_st <- createNearestNetwork(gobject = heart_w6_sample10_st, dimensions_to_use = 1:10, k = 10) 80 | heart_w6_sample10_st <- doLeidenCluster(gobject = heart_w6_sample10_st, resolution = 0.4, n_iterations = 1000) 81 | 82 | ##Deconvolution based on signature gene expression and Giotto object 83 | heart_w6_sample10_st <- runDWLSDeconv(gobject = heart_w6_sample10_st, sign_matrix = Sig_exp) 84 | 85 | ##The result for deconvolution is stored in heart_w6_sample10_st@spatial_enrichment$DWLS. The following codes are visualization deconvolution results using pie plot 86 | plot_data <- as.data.frame(heart_w6_sample10_st@spatial_enrichment$DWLS)[-1] 87 | plot_col <- colnames(plot_data) 88 | plot_data$x <- as.numeric(as.character(heart_w6_sample10_st@spatial_locs$sdimx)) 89 | plot_data$y <- as.numeric(as.character(heart_w6_sample10_st@spatial_locs$sdimy)) 90 | min_x <- min(plot_data$x) 91 | plot_data$radius <- 0.4 92 | df <- data.frame() 93 | p <- ggplot(df) + geom_point() + xlim(min(plot_data$x)-1, max(plot_data$x)+1) + ylim(min(plot_data$y)-1, max(plot_data$y)+1) 94 | p + geom_scatterpie(aes(x=x, y=y, r=radius), data=plot_data, cols=plot_col, color=NA, alpha=.8) + 95 | geom_scatterpie_legend(plot_data$radius, x=1, y=1) + theme_classic() 96 | ``` 97 | -------------------------------------------------------------------------------- /codes/Visium_Brain_spatialDWLS.Rmd: -------------------------------------------------------------------------------- 1 | --- 2 | title: "Visium_Brain_deconvolution" 3 | output: html_document 4 | --- 5 | 6 | ```{r setup, include=FALSE} 7 | library(Giotto) 8 | library(data.table) 9 | #############################test visium 10 | raw_matrix<-get10Xmatrix("raw_feature_bc_matrix/",gene_column_index = 2) 11 | spatial_results<-fread(file="tissue_positions_list.csv") 12 | python_path<-"python path" 13 | instrs = createGiottoInstructions(python_path = python_path, 14 | show_plot = F, return_plot = T, save_plot = T, 15 | dpi = 300, height = 9, width = 9) 16 | spatial_results = spatial_results[match(colnames(raw_matrix), V1)] 17 | colnames(spatial_results) = c('barcode', 'in_tissue', 'array_row', 'array_col', 'col_pxl', 'row_pxl') 18 | visium_brain <- createGiottoObject(raw_exprs = raw_matrix,spatial_locs = spatial_results[,.(row_pxl,-col_pxl)], 19 | instructions = instrs, 20 | cell_metadata = spatial_results[,.(in_tissue, array_row, array_col)]) 21 | metadata = pDataDT(visium_brain) 22 | in_tissue_barcodes = metadata[in_tissue == 1]$cell_ID 23 | visium_brain = subsetGiotto(visium_brain, cell_ids = in_tissue_barcodes) 24 | visium_brain <- filterGiotto(gobject = visium_brain, 25 | expression_threshold = 1, 26 | gene_det_in_min_cells = 50, 27 | min_det_genes_per_cell = 1000, 28 | expression_values = c('raw'), 29 | verbose = T) 30 | ########export filtered matrix 31 | visium_brain <- normalizeGiotto(gobject = visium_brain) 32 | visium_brain <- calculateHVG(gobject = visium_brain) 33 | gene_metadata = fDataDT(visium_brain) 34 | featgenes = gene_metadata[hvg == 'yes']$gene_ID 35 | visium_brain <- runPCA(gobject = visium_brain, genes_to_use = featgenes, scale_unit = F) 36 | signPCA(visium_brain, genes_to_use = featgenes, scale_unit = F) 37 | visium_brain <- runUMAP(visium_brain, dimensions_to_use = 1:10) 38 | visium_brain <- createNearestNetwork(gobject = visium_brain, dimensions_to_use = 1:10, k = 15) 39 | visium_brain <- doLeidenCluster(gobject = visium_brain, resolution = 0.4, n_iterations = 1000) 40 | plotUMAP(gobject = visium_brain, cell_color = 'leiden_clus', show_NN_network = T, point_size = 2) 41 | spatDimPlot(gobject = visium_brain, cell_color = 'leiden_clus', 42 | dim_point_size = 1.5, spat_point_size = 1.5) 43 | ``` 44 | 45 | ##Perform deconvolution 46 | ```{r} 47 | load("sig_ct_exp.RData") 48 | visium_brain <- runDWLSDeconv(visium_brain,sign_matrix = Sig, n_cell = 20) 49 | ``` -------------------------------------------------------------------------------- /codes/seqFISH_plus_deconvolution.Rmd: -------------------------------------------------------------------------------- 1 | --- 2 | title: "spatialDWLS_simulate_data_deconvolution" 3 | output: html_document 4 | --- 5 | ##Import library of Giotto 6 | ```{r} 7 | library(Giotto) 8 | ``` 9 | 10 | ##Identification signature genes by using Giotto 11 | ```{r} 12 | my_python_path= "python path" 13 | instrs = createGiottoInstructions(python_path = my_python_path) 14 | sc_matrix<-read.table("../../datasets/simulate_data_seqFISH_plus/raw_somatosensory_sc_exp.txt",header=T,row.names = 1) 15 | sc_lable<-read.table("../../datasets/simulate_data_seqFISH_plus/somatosensory_sc_labels.txt",header=F) 16 | sc_cortex <- createGiottoObject(raw_exprs = sc_matrix,instructions = instrs) 17 | sc_cortex <- normalizeGiotto(gobject = sc_cortex) 18 | sc_cortex@cell_metadata$leiden_clus<-as.character(sc_lable$V1) 19 | gini_markers_subclusters = findMarkers_one_vs_all(gobject = sc_cortex, 20 | method = 'gini', 21 | expression_values = 'normalized', 22 | cluster_column = 'leiden_clus') 23 | topgenes_gini = gini_markers_subclusters[, head(.SD, 100), by = 'cluster'] 24 | sc_norm_exp <- 2^(sc_cortex@norm_expr)-1 25 | 26 | ExprSubset<-sc_norm_exp[as.character(topgenes_gini$genes),] 27 | Sig<-NULL 28 | for (i in as.character(unique(sc_lable$V1))){ 29 | Sig<-cbind(Sig,(apply(ExprSubset,1,function(y) mean(y[which(sc_lable$V1==i)])))) 30 | } 31 | colnames(Sig)<-as.character(unique(sc_lable$V1)) 32 | ``` 33 | 34 | ##seqFISH+ deconvolution 35 | ```{r} 36 | grid_exp<-read.table("../../datasets/simulate_data_seqFISH_plus/simulated_seqFISH_grid_norm_exp.txt",header = 1,row.names = 1) 37 | 38 | grid_seqFish <- createGiottoObject(raw_exprs = grid_exp,instructions = instrs) 39 | grid_seqFish <- normalizeGiotto(gobject = grid_seqFish) 40 | grid_seqFish <- calculateHVG(gobject = grid_seqFish) 41 | gene_metadata = fDataDT(grid_seqFish) 42 | featgenes = gene_metadata[hvg == 'yes']$gene_ID 43 | grid_seqFish <- runPCA(gobject = grid_seqFish, genes_to_use = featgenes, scale_unit = F) 44 | signPCA(grid_seqFish, genes_to_use = featgenes, scale_unit = F) 45 | grid_seqFish <- createNearestNetwork(gobject = grid_seqFish, dimensions_to_use = 1:10, k = 10) 46 | grid_seqFish <- doLeidenCluster(gobject = grid_seqFish, resolution = 0.4, n_iterations = 1000) 47 | 48 | grid_seqFish<-runDWLSDeconv(gobject = grid_seqFish,sign_matrix = Sig,n_cell = 20) 49 | ``` -------------------------------------------------------------------------------- /datasets/heart_development_ST/all_cells_count_matrix_filtered.tsv.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdong08/spatialDWLS_dataset/b58b23874dea00591cbc5467e903babadd59f5a3/datasets/heart_development_ST/all_cells_count_matrix_filtered.tsv.zip -------------------------------------------------------------------------------- /datasets/heart_development_ST/sample10_w6_loc.txt: -------------------------------------------------------------------------------- 1 | 10 10 2 | 10 11 3 | 10 12 4 | 10 13 5 | 10 15 6 | 10 16 7 | 10 18 8 | 10 19 9 | 10 20 10 | 10 21 11 | 10 4 12 | 10 5 13 | 10 6 14 | 10 7 15 | 10 8 16 | 10 9 17 | 11 10 18 | 11 11 19 | 11 12 20 | 11 13 21 | 11 14 22 | 11 15 23 | 11 16 24 | 11 17 25 | 11 18 26 | 11 19 27 | 11 20 28 | 11 21 29 | 11 4 30 | 11 5 31 | 11 6 32 | 11 7 33 | 11 8 34 | 11 9 35 | 12 10 36 | 12 11 37 | 12 12 38 | 12 13 39 | 12 14 40 | 12 15 41 | 12 16 42 | 12 17 43 | 12 18 44 | 12 19 45 | 12 2 46 | 12 20 47 | 12 21 48 | 12 3 49 | 12 4 50 | 12 5 51 | 12 6 52 | 12 7 53 | 12 8 54 | 12 9 55 | 13 10 56 | 13 11 57 | 13 12 58 | 13 13 59 | 13 14 60 | 13 15 61 | 13 16 62 | 13 17 63 | 13 18 64 | 13 19 65 | 13 2 66 | 13 20 67 | 13 3 68 | 13 4 69 | 13 5 70 | 13 6 71 | 13 7 72 | 13 8 73 | 13 9 74 | 14 10 75 | 14 11 76 | 14 12 77 | 14 13 78 | 14 14 79 | 14 15 80 | 14 16 81 | 14 17 82 | 14 18 83 | 14 19 84 | 14 2 85 | 14 20 86 | 14 21 87 | 14 3 88 | 14 4 89 | 14 5 90 | 14 6 91 | 14 7 92 | 14 8 93 | 14 9 94 | 15 10 95 | 15 11 96 | 15 12 97 | 15 13 98 | 15 14 99 | 15 15 100 | 15 16 101 | 15 17 102 | 15 18 103 | 15 19 104 | 15 20 105 | 15 21 106 | 15 4 107 | 15 5 108 | 15 6 109 | 15 7 110 | 15 8 111 | 15 9 112 | 16 10 113 | 16 11 114 | 16 12 115 | 16 13 116 | 16 14 117 | 16 15 118 | 16 17 119 | 16 20 120 | 16 3 121 | 16 4 122 | 16 5 123 | 16 6 124 | 16 7 125 | 16 8 126 | 16 9 127 | 17 10 128 | 17 11 129 | 17 12 130 | 17 13 131 | 17 17 132 | 17 18 133 | 17 20 134 | 17 21 135 | 17 5 136 | 17 6 137 | 17 7 138 | 17 8 139 | 17 9 140 | 18 17 141 | 18 20 142 | 18 21 143 | 18 22 144 | 19 11 145 | 19 12 146 | 19 13 147 | 19 14 148 | 19 15 149 | 19 17 150 | 19 20 151 | 19 21 152 | 19 22 153 | 20 10 154 | 20 11 155 | 20 12 156 | 20 13 157 | 20 15 158 | 20 16 159 | 20 17 160 | 20 20 161 | 20 21 162 | 20 22 163 | 21 12 164 | 21 13 165 | 21 14 166 | 21 17 167 | 21 20 168 | 21 21 169 | 21 22 170 | 22 13 171 | 22 14 172 | 22 18 173 | 22 19 174 | 22 20 175 | 7 10 176 | 7 11 177 | 7 12 178 | 7 13 179 | 7 18 180 | 7 19 181 | 8 10 182 | 8 11 183 | 8 12 184 | 8 13 185 | 8 14 186 | 8 15 187 | 8 17 188 | 8 18 189 | 8 19 190 | 8 20 191 | 8 7 192 | 8 8 193 | 8 9 194 | 9 10 195 | 9 11 196 | 9 12 197 | 9 13 198 | 9 14 199 | 9 15 200 | 9 16 201 | 9 17 202 | 9 18 203 | 9 19 204 | 9 20 205 | 9 21 206 | 9 5 207 | 9 6 208 | 9 7 209 | 9 8 210 | 9 9 211 | -------------------------------------------------------------------------------- /datasets/heart_development_ST/sig_exp.RData: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdong08/spatialDWLS_dataset/b58b23874dea00591cbc5467e903babadd59f5a3/datasets/heart_development_ST/sig_exp.RData -------------------------------------------------------------------------------- /datasets/mouse_brain_visium/sig_ct_exp.RData: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdong08/spatialDWLS_dataset/b58b23874dea00591cbc5467e903babadd59f5a3/datasets/mouse_brain_visium/sig_ct_exp.RData -------------------------------------------------------------------------------- /datasets/simulate_data_seqFISH_plus/groudtruth_cell_percentage.txt: -------------------------------------------------------------------------------- 1 | celltype iNeuron eNeuron OPC Olig astrocyte endo_mural microglia 2 | 1250_-1250 0.25 0.75 0 0 0 0 0 3 | 1250_-1750 0.230769230769231 0.692307692307692 0 0 0 0 0.0769230769230769 4 | 1250_-250 0.0769230769230769 0.769230769230769 0 0 0.0769230769230769 0.0769230769230769 0 5 | 1250_-750 0.0769230769230769 0.846153846153846 0 0 0 0 0.0769230769230769 6 | 1750_-1250 0 1 0 0 0 0 0 7 | 1750_-1750 0 1 0 0 0 0 0 8 | 1750_-250 0 0.857142857142857 0.142857142857143 0 0 0 0 9 | 1750_-750 0.222222222222222 0.666666666666666 0 0 0.111111111111111 0 0 10 | 2250_-1250 0.1 0.7 0 0 0.1 0.1 0 11 | 2250_-1750 0.142857142857143 0.714285714285714 0 0 0.142857142857143 0 0 12 | 2250_-250 0 0.75 0 0 0 0.25 0 13 | 2250_-750 0.0769230769230769 0.769230769230769 0 0 0 0.153846153846154 0 14 | 250_-1250 0.333333333333333 0 0 0 0.333333333333333 0.333333333333333 0 15 | 250_-1750 0 0 0 0 0 1 0 16 | 250_-250 0.333333333333333 0 0 0 0.333333333333333 0 0.333333333333333 17 | 250_-750 0 0 0.25 0 0.25 0.25 0.25 18 | 2750_-1250 0 0.8125 0 0 0 0.1875 0 19 | 2750_-1750 0.125 0.75 0 0 0 0.125 0 20 | 2750_-250 0 0.8 0 0 0.2 0 0 21 | 2750_-750 0 1 0 0 0 0 0 22 | 3250_-1250 0.125 0.75 0.125 0 0 0 0 23 | 3250_-1750 0 0.833333333333334 0 0 0.166666666666667 0 0 24 | 3250_-250 0 0.75 0 0 0 0.25 0 25 | 3250_-750 0 0.833333333333333 0.166666666666667 0 0 0 0 26 | 3750_-1250 0.4 0.4 0 0 0 0.2 0 27 | 3750_-1750 0.333333333333333 0.666666666666667 0 0 0 0 0 28 | 3750_-250 0.4 0.6 0 0 0 0 0 29 | 3750_-750 0.125 0.5 0 0.125 0 0.25 0 30 | 4250_-1250 0 0.555555555555555 0.222222222222222 0 0.111111111111111 0.111111111111111 0 31 | 4250_-1750 0.2 0.6 0 0 0 0.2 0 32 | 4250_-250 0.333333333333333 0.666666666666667 0 0 0 0 0 33 | 4250_-750 0.142857142857143 0.714285714285715 0 0 0.142857142857143 0 0 34 | 4750_-1250 0.0769230769230769 0.923076923076924 0 0 0 0 0 35 | 4750_-1750 0 0.666666666666666 0 0 0 0.333333333333333 0 36 | 4750_-250 0.2 0.8 0 0 0 0 0 37 | 4750_-750 0 0.714285714285714 0 0 0.142857142857143 0.142857142857143 0 38 | 5250_-1250 0 0.666666666666667 0 0 0 0.333333333333333 0 39 | 5250_-1750 0 0.875 0 0.125 0 0 0 40 | 5250_-250 1 0 0 0 0 0 0 41 | 5250_-750 0 0.666666666666667 0 0.0833333333333333 0.166666666666667 0.0833333333333333 0 42 | 5750_-1250 0.0909090909090909 0.727272727272728 0 0 0 0.181818181818182 0 43 | 5750_-1750 0.142857142857143 0.714285714285715 0 0 0 0.142857142857143 0 44 | 5750_-250 0 1 0 0 0 0 0 45 | 5750_-750 0 0.888888888888889 0 0 0 0.111111111111111 0 46 | 5750_1250 0 1 0 0 0 0 0 47 | 5750_250 0 1 0 0 0 0 0 48 | 5750_750 0 1 0 0 0 0 0 49 | 6250_-1250 0.181818181818182 0.636363636363637 0 0 0.0909090909090909 0.0909090909090909 0 50 | 6250_-1750 0.111111111111111 0.666666666666667 0 0.111111111111111 0.111111111111111 0 0 51 | 6250_-250 0.0588235294117647 0.529411764705882 0 0 0.117647058823529 0.176470588235294 0.117647058823529 52 | 6250_-750 0 0.833333333333333 0 0.0833333333333333 0 0.0833333333333333 0 53 | 6250_1250 0 1 0 0 0 0 0 54 | 6250_250 0.2 0.8 0 0 0 0 0 55 | 6250_750 0.0833333333333333 0.666666666666667 0 0.166666666666667 0 0 0.0833333333333333 56 | 6750_-1250 0.125 0.625 0 0 0 0.125 0.125 57 | 6750_-1750 0 0.333333333333333 0.333333333333333 0.333333333333333 0 0 0 58 | 6750_-250 0.111111111111111 0.555555555555556 0 0.111111111111111 0.111111111111111 0.111111111111111 0 59 | 6750_-750 0 0.6 0 0 0.2 0.1 0.1 60 | 6750_1250 0 0.8 0 0 0.2 0 0 61 | 6750_250 0 0.8 0.1 0.1 0 0 0 62 | 6750_750 0 0.6 0.1 0 0 0.2 0.1 63 | 7250_-250 0 0.5 0 0 0.166666666666667 0.333333333333333 0 64 | 7250_1250 0 0 0 0 1 0 0 65 | 7250_250 0 0.5 0 0.333333333333333 0.0833333333333333 0.0833333333333333 0 66 | 7250_750 0 0.416666666666667 0.0833333333333333 0.333333333333333 0.0833333333333333 0.0833333333333333 0 67 | 750_-1250 0.333333333333333 0.222222222222222 0 0 0.222222222222222 0.222222222222222 0 68 | 750_-1750 0 1 0 0 0 0 0 69 | 750_-250 0.2 0.7 0.1 0 0 0 0 70 | 750_-750 0.2 0.5 0.1 0.1 0.1 0 0 71 | 7750_250 0 0 0 0.5 0.5 0 0 72 | 7750_750 0 0 0 1 0 0 0 73 | -------------------------------------------------------------------------------- /datasets/simulate_data_seqFISH_plus/raw_somatosensory_sc_exp.txt.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdong08/spatialDWLS_dataset/b58b23874dea00591cbc5467e903babadd59f5a3/datasets/simulate_data_seqFISH_plus/raw_somatosensory_sc_exp.txt.zip -------------------------------------------------------------------------------- /datasets/simulate_data_seqFISH_plus/simulated_seqFISH_grid_norm_exp.txt.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rdong08/spatialDWLS_dataset/b58b23874dea00591cbc5467e903babadd59f5a3/datasets/simulate_data_seqFISH_plus/simulated_seqFISH_grid_norm_exp.txt.zip --------------------------------------------------------------------------------