├── plots ├── info ├── E1_mean.png ├── E2_adapt.png ├── E1_default.png ├── E1_descend.png ├── E2_cancer.png ├── E2_custome.png ├── E3_cutoff.png ├── exmapleInput2_pcawg_less.txt ├── exampleInput3_signature.txt └── exampleInput1_pcawg.txt ├── LICENSE ├── README.md └── TMB_plotter.py /plots/info: -------------------------------------------------------------------------------- 1 | These are the plots used for the README.md 2 | -------------------------------------------------------------------------------- /plots/E1_mean.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AlexandrovLab/TMB_plotter/HEAD/plots/E1_mean.png -------------------------------------------------------------------------------- /plots/E2_adapt.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AlexandrovLab/TMB_plotter/HEAD/plots/E2_adapt.png -------------------------------------------------------------------------------- /plots/E1_default.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AlexandrovLab/TMB_plotter/HEAD/plots/E1_default.png -------------------------------------------------------------------------------- /plots/E1_descend.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AlexandrovLab/TMB_plotter/HEAD/plots/E1_descend.png -------------------------------------------------------------------------------- /plots/E2_cancer.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AlexandrovLab/TMB_plotter/HEAD/plots/E2_cancer.png -------------------------------------------------------------------------------- /plots/E2_custome.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AlexandrovLab/TMB_plotter/HEAD/plots/E2_custome.png -------------------------------------------------------------------------------- /plots/E3_cutoff.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AlexandrovLab/TMB_plotter/HEAD/plots/E3_cutoff.png -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | BSD 2-Clause License 2 | 3 | Copyright (c) 2020, Yudou He [Alexandrov Lab] All rights reserved. 4 | All rights reserved. 5 | 6 | Redistribution and use in source and binary forms, with or without 7 | modification, are permitted provided that the following conditions are met: 8 | 9 | 1. Redistributions of source code must retain the above copyright notice, this 10 | list of conditions and the following disclaimer. 11 | 12 | 2. Redistributions in binary form must reproduce the above copyright notice, 13 | this list of conditions and the following disclaimer in the documentation 14 | and/or other materials provided with the distribution. 15 | 16 | THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" 17 | AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE 18 | IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE 19 | DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE 20 | FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL 21 | DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR 22 | SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER 23 | CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, 24 | OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE 25 | OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. 26 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | [![License](https://img.shields.io/badge/License-BSD\%202--Clause-orange.svg)](https://opensource.org/licenses/BSD-2-Clause) 2 | 3 | 4 | # TMB_plotting_function 5 | 6 | ``` 7 | plotTMB(inputDF, scale, Yrange = "adapt", cutoff = 1, output = "TMB_plot.pdf") 8 | ``` 9 | ## Usage 10 | 11 | 1. **inputDF**: *A panda dataframe containing two columns and however many rows of samples.* 12 | ``` 13 | Column 1 is the category the sample belongs to. 14 | Column 2 is the number of mutations in that sample. 15 | ``` 16 | **Example:** 17 | 18 | | Column1 | Column2 | 19 | |-------------|-------| 20 | | Bladder-TCC | 25212 | 21 | | Bladder-TCC | 31114 | 22 | | Bladder-TCC | 36432 | 23 | 24 | 25 | 2. **scale**: *The number of base pairs sequenced in each sample.* 26 | ``` 27 | The options are: 28 | "exome", which assumes sequencing size of 55 Mb 29 | "genome", which assumes sequencing size of 2800 Mb 30 | "custom", which requires the input to have a 3rd column in the entry that specifies the number of Mbs for each sample to be divded by. 31 | An integer indicating the scale of the sequencing 32 | ``` 33 | 3. **Yrange**: *The range of Yaxis.* 34 | ``` 35 | The options are: 36 | "adapt", which will make the plot automatically adapt to the given datase 37 | "cancer", which will set the range to 0.001 to 1000 38 | A list of two numbers of powers of 10 indicating the Y-axis range. Example: [0.1,100] 39 | ``` 40 | 4. **cutoff**: *The minimum number of mutations required in a sample to be included in a plot* 41 | ``` 42 | defaulted at 1, must be larger than or equal to 0 43 | ``` 44 | 5. **output**: *outputfile name* 45 | ``` 46 | defaulted at "TMB_plot.pdf" 47 | ``` 48 | 6. **redbar**: *redbar location* 49 | ``` 50 | The redbar value can either be "median" or "mean" which is the value at which the red bar appears, default is "median" 51 | ``` 52 | 7. **yaxis**: *Whether to show yaxis label or not* 53 | ``` 54 | Defaulted at False 55 | ``` 56 | 8. **ascend**: *Wether to arrange data in ascending order of the height of the redbar* 57 | ``` 58 | Defaulted at True 59 | ``` 60 | 9. **leftm**: *left margin* 61 | ``` 62 | Defaulted at 1 63 | ``` 64 | 10. **rightm**: *right margin* 65 | ``` 66 | Defaulted at 0.3 67 | ``` 68 | 11. **topm**: *top margin* 69 | ``` 70 | Defaulted at 1 71 | ``` 72 | 12. **bottomm**: *bottom margin* 73 | ``` 74 | Defaulted at 1 75 | ``` 76 | 13. **filterline**: *bottom margin* 77 | ``` 78 | Defaulted at True 79 | Will show the number of samples plotted over the number of samples included. When set to False, the divider and the total nubmer of samples plotted will be removed. It will also be automatically removed if no sample was filtered out 80 | ``` 81 | ## Examples 82 | 83 | Exmaple 1: The full PCAWG dataset at default setting 84 | ``` 85 | inputDF = pd.read_table('exmapleInput1_pcawg.txt') 86 | plotTMB(inputDF,"genome") 87 | ``` 88 | ![Alt text](plots/E1_default.png?raw=true "Exmaple 1: full PCAWG dataset") 89 | 90 | Exmaple 2: The full PCAWG dataset with redbar set at mean 91 | ``` 92 | inputDF = pd.read_table('exmapleInput1_pcawg.txt',redbar="mean") 93 | plotTMB(inputDF,"genome", readbar = "mean") 94 | ``` 95 | ![Alt text](plots/E1_mean.png?raw=true "Exmaple 2: full PCAWG dataset") 96 | 97 | Exmaple 3: The full PCAWG dataset with decending order 98 | ``` 99 | inputDF = pd.read_table('exmapleInput1_pcawg.txt',ascend=False) 100 | plotTMB(inputDF, scale = "genome") 101 | ``` 102 | ![Alt text](plots/E1_descend.png?raw=true "Exmaple 3: full PCAWG dataset") 103 | 104 | Example 4: Subtset of PCAWG dataset with Y axis adapts to input data 105 | ``` 106 | inputDF = pd.read_table('exmapleInput2_pcawg_less.txt') 107 | plotTMB(inputDF, scale = "genome", Yrange = "adapt") 108 | ``` 109 | ![Alt text](plots/E2_adapt.png?raw=true "Example 4:Y axis adapts to input data") 110 | 111 | 112 | Example 5: Y axis set for standard cancer TMB range 113 | ``` 114 | inputDF = pd.read_table('exmapleInput2_pcawg_less.txt') 115 | plotTMB(inputDF, scale = "genome", Yrange = "cancer") 116 | ``` 117 | ![Alt text](plots/E2_cancer.png?raw=true "Example 5:Y axis set for standard cancer TMB") 118 | 119 | 120 | Exmaple 6: Using custome input value for sequencing scale and Y axis range 121 | ``` 122 | inputDF = pd.read_table('exmapleInput2_pcawg_less.txt') 123 | plotTMB(inputDF, scale = 2800, Yrange = [0.1,10]) 124 | ``` 125 | ![Alt text](plots/E2_custome.png?raw=true "Exmaple 6: custome input value for sequencing scale and Y axis range") 126 | 127 | 128 | Exmaple 7: Using cutoff to remove lower end outliers 129 | ``` 130 | inputDF = pd.read_table('exmapleInput3_signature.txt') 131 | plotTMB(inputDF,"genome",cutoff =2) 132 | ``` 133 | ![Alt text](plots/E3_cutoff.png?raw=true "Exmaple 7: Cutoff") 134 | 135 | -------------------------------------------------------------------------------- /plots/exmapleInput2_pcawg_less.txt: -------------------------------------------------------------------------------- 1 | Types Mut_burden 2 | Bladder-TCC 15354 3 | Bladder-TCC 25212 4 | Bladder-TCC 31114 5 | Bladder-TCC 36432 6 | Bladder-TCC 34116 7 | Bladder-TCC 20222 8 | Bladder-TCC 18936 9 | Bladder-TCC 9910 10 | Bladder-TCC 12531 11 | Bladder-TCC 8970 12 | Bladder-TCC 19689 13 | Bladder-TCC 59185 14 | Bladder-TCC 12575 15 | Bladder-TCC 13451 16 | Bladder-TCC 14030 17 | Bladder-TCC 51896 18 | Bladder-TCC 3451 19 | Bladder-TCC 38004 20 | Bladder-TCC 13331 21 | Bladder-TCC 34842 22 | Bladder-TCC 10131 23 | Bladder-TCC 9621 24 | Bladder-TCC 12007 25 | Bone-Benign 1627 26 | Bone-Benign 670 27 | Bone-Benign 773 28 | Bone-Benign 628 29 | Bone-Benign 842 30 | Bone-Benign 361 31 | Bone-Benign 631 32 | Bone-Benign 372 33 | Bone-Benign 880 34 | Bone-Benign 1062 35 | Bone-Benign 737 36 | Bone-Benign 1009 37 | Bone-Benign 117 38 | Bone-Benign 381 39 | Bone-Benign 181 40 | Bone-Benign 80 41 | Bone-Epith 2810 42 | Bone-Epith 5556 43 | Bone-Epith 2561 44 | Bone-Epith 1776 45 | Bone-Epith 3740 46 | Bone-Epith 1742 47 | Bone-Epith 1547 48 | Bone-Epith 1809 49 | Bone-Epith 2665 50 | Bone-Epith 1130 51 | Bone-Epith 786 52 | Breast-AdenoCA 1929 53 | Breast-AdenoCA 2500 54 | Breast-AdenoCA 11020 55 | Breast-AdenoCA 2117 56 | Breast-AdenoCA 2538 57 | Breast-AdenoCA 3967 58 | Breast-AdenoCA 1493 59 | Breast-AdenoCA 1843 60 | Breast-AdenoCA 2707 61 | Breast-AdenoCA 55654 62 | Breast-AdenoCA 2300 63 | Breast-AdenoCA 2998 64 | Breast-AdenoCA 3169 65 | Breast-AdenoCA 4655 66 | Breast-AdenoCA 6879 67 | Breast-AdenoCA 1961 68 | Breast-AdenoCA 2240 69 | Breast-AdenoCA 9242 70 | Breast-AdenoCA 1255 71 | Breast-AdenoCA 1892 72 | Breast-AdenoCA 1203 73 | Breast-AdenoCA 1712 74 | Breast-AdenoCA 1942 75 | Breast-AdenoCA 1673 76 | Breast-AdenoCA 3289 77 | Breast-AdenoCA 1785 78 | Breast-AdenoCA 2546 79 | Breast-AdenoCA 5791 80 | Breast-AdenoCA 2850 81 | Breast-AdenoCA 2055 82 | Breast-AdenoCA 2062 83 | Breast-AdenoCA 1500 84 | Breast-AdenoCA 5449 85 | Breast-AdenoCA 3107 86 | Breast-AdenoCA 7599 87 | Breast-AdenoCA 1775 88 | Breast-AdenoCA 12716 89 | Breast-AdenoCA 2405 90 | Breast-AdenoCA 2028 91 | Breast-AdenoCA 4363 92 | Breast-AdenoCA 7616 93 | Breast-AdenoCA 2951 94 | Breast-AdenoCA 6676 95 | Breast-AdenoCA 1742 96 | Breast-AdenoCA 23237 97 | Breast-AdenoCA 9003 98 | Breast-AdenoCA 8476 99 | Breast-AdenoCA 3547 100 | Breast-AdenoCA 1863 101 | Breast-AdenoCA 36115 102 | Breast-AdenoCA 2998 103 | Breast-AdenoCA 2310 104 | Breast-AdenoCA 1993 105 | Breast-AdenoCA 1335 106 | Breast-AdenoCA 1484 107 | Breast-AdenoCA 1621 108 | Breast-AdenoCA 5903 109 | Breast-AdenoCA 8178 110 | Breast-AdenoCA 5730 111 | Breast-AdenoCA 5234 112 | Breast-AdenoCA 3650 113 | Breast-AdenoCA 4439 114 | Breast-AdenoCA 2046 115 | Breast-AdenoCA 2845 116 | Breast-AdenoCA 2303 117 | Breast-AdenoCA 2643 118 | Breast-AdenoCA 9804 119 | Breast-AdenoCA 8646 120 | Breast-AdenoCA 4167 121 | Breast-AdenoCA 2867 122 | Breast-AdenoCA 2628 123 | Breast-AdenoCA 65065 124 | Breast-AdenoCA 10361 125 | Breast-AdenoCA 6115 126 | Breast-AdenoCA 5909 127 | Breast-AdenoCA 12000 128 | Breast-AdenoCA 5122 129 | Breast-AdenoCA 6788 130 | Breast-AdenoCA 3327 131 | Breast-AdenoCA 2032 132 | Breast-AdenoCA 5938 133 | Breast-AdenoCA 8974 134 | Breast-AdenoCA 10328 135 | Breast-AdenoCA 5746 136 | Breast-AdenoCA 4916 137 | Breast-AdenoCA 7174 138 | Breast-AdenoCA 11161 139 | Breast-AdenoCA 2493 140 | Breast-AdenoCA 2108 141 | Breast-AdenoCA 9847 142 | Breast-AdenoCA 5190 143 | Breast-AdenoCA 3266 144 | Breast-AdenoCA 4580 145 | Breast-AdenoCA 10544 146 | Breast-AdenoCA 6647 147 | Breast-AdenoCA 4623 148 | Breast-AdenoCA 9037 149 | Breast-AdenoCA 6442 150 | Breast-AdenoCA 9946 151 | Breast-AdenoCA 2899 152 | Breast-AdenoCA 6379 153 | Breast-AdenoCA 7871 154 | Breast-AdenoCA 6730 155 | Breast-AdenoCA 10048 156 | Breast-AdenoCA 2670 157 | Breast-AdenoCA 8434 158 | Breast-AdenoCA 3930 159 | Breast-AdenoCA 2883 160 | Breast-AdenoCA 7376 161 | Breast-AdenoCA 9227 162 | Breast-AdenoCA 11559 163 | Breast-AdenoCA 8813 164 | Breast-AdenoCA 5097 165 | Breast-AdenoCA 21978 166 | Breast-AdenoCA 18803 167 | Breast-AdenoCA 9473 168 | Breast-AdenoCA 8909 169 | Breast-AdenoCA 2445 170 | Breast-AdenoCA 1735 171 | Breast-AdenoCA 4223 172 | Breast-AdenoCA 5441 173 | Breast-AdenoCA 25730 174 | Breast-AdenoCA 13369 175 | Breast-AdenoCA 8206 176 | Breast-AdenoCA 5890 177 | Breast-AdenoCA 7566 178 | Breast-AdenoCA 2186 179 | Breast-AdenoCA 4192 180 | Breast-AdenoCA 4253 181 | Breast-AdenoCA 4541 182 | Breast-AdenoCA 2037 183 | Breast-AdenoCA 1237 184 | Breast-AdenoCA 9084 185 | Breast-AdenoCA 5341 186 | Breast-AdenoCA 8572 187 | Breast-AdenoCA 3972 188 | Breast-AdenoCA 3200 189 | Breast-AdenoCA 5989 190 | Breast-AdenoCA 9305 191 | Breast-AdenoCA 5450 192 | Breast-AdenoCA 4489 193 | Breast-AdenoCA 2320 194 | Breast-AdenoCA 1956 195 | Breast-AdenoCA 6818 196 | Breast-AdenoCA 16453 197 | Breast-AdenoCA 12274 198 | Breast-AdenoCA 4271 199 | Breast-AdenoCA 8066 200 | Breast-AdenoCA 2054 201 | Breast-AdenoCA 11794 202 | Breast-AdenoCA 8785 203 | Breast-AdenoCA 3600 204 | Breast-AdenoCA 3585 205 | Breast-AdenoCA 3847 206 | Breast-AdenoCA 8393 207 | Breast-AdenoCA 8690 208 | Breast-AdenoCA 9916 209 | Breast-AdenoCA 14273 210 | Breast-AdenoCA 9312 211 | Breast-AdenoCA 3122 212 | Breast-AdenoCA 7388 213 | Breast-AdenoCA 4439 214 | Breast-AdenoCA 14769 215 | Breast-AdenoCA 15024 216 | Breast-AdenoCA 3890 217 | Breast-AdenoCA 15804 218 | Breast-AdenoCA 4520 219 | Breast-AdenoCA 11119 220 | Breast-AdenoCA 11830 221 | Breast-AdenoCA 2041 222 | Breast-AdenoCA 3646 223 | Breast-AdenoCA 10077 224 | Breast-AdenoCA 8446 225 | Breast-AdenoCA 4571 226 | Breast-AdenoCA 3445 227 | Breast-AdenoCA 7844 228 | Breast-AdenoCA 6857 229 | Breast-AdenoCA 11946 230 | Breast-AdenoCA 14761 231 | Breast-AdenoCA 3175 232 | Breast-AdenoCA 21520 233 | Breast-AdenoCA 31634 234 | Breast-AdenoCA 6243 235 | Breast-AdenoCA 4452 236 | Breast-AdenoCA 2342 237 | Breast-AdenoCA 2800 238 | Breast-AdenoCA 3654 239 | Breast-AdenoCA 18109 240 | Breast-AdenoCA 2791 241 | Breast-AdenoCA 8351 242 | Breast-AdenoCA 3846 243 | Breast-AdenoCA 5004 244 | Breast-AdenoCA 10898 245 | Breast-AdenoCA 10286 246 | Breast-AdenoCA 9593 247 | Breast-AdenoCA 13609 248 | Breast-AdenoCA 7809 249 | Breast-AdenoCA 23022 250 | Cervix-SCC 9998 251 | Cervix-SCC 7641 252 | Cervix-SCC 6375 253 | Cervix-SCC 2289 254 | Cervix-SCC 3781 255 | Cervix-SCC 4910 256 | Cervix-SCC 8458 257 | Cervix-SCC 13400 258 | Cervix-SCC 4244 259 | Cervix-SCC 6857 260 | Cervix-SCC 8756 261 | Cervix-SCC 8787 262 | Cervix-SCC 3090 263 | Cervix-SCC 4466 264 | Cervix-SCC 3271 265 | Cervix-SCC 3938 266 | Cervix-SCC 7319 267 | Cervix-SCC 6638 -------------------------------------------------------------------------------- /TMB_plotter.py: -------------------------------------------------------------------------------- 1 | import pandas as pd 2 | import numpy as np 3 | import math 4 | import matplotlib.pyplot as plt 5 | import matplotlib.patches as mpatches 6 | import matplotlib.axis as axis 7 | 8 | def prepend(list, str): 9 | str += '{0}' 10 | list = [str.format(i) for i in list] 11 | return(list) 12 | 13 | def plotTMB(inputDF, scale, Yrange = "adapt", cutoff = 0, output = "TMB_plot.png", redbar = "median", yaxis = "Somatic Mutations per Megabase", ascend = True, leftm = 1, rightm = 0.3, topm = 1.4, bottomm = 1, filterline = True): 14 | # check if scale input is correct format: int, 'custom', 'genome', or 'exome' 15 | if isinstance(scale, int) or scale == 'custom': 16 | scale = scale 17 | elif scale == "genome": 18 | scale = 2800 19 | elif scale == "exome": 20 | scale = 55 21 | else: 22 | print("Please input valid scale values: \"exome\", \"genome\", a list of integers for each row in the input dataframe, or a numeric value") 23 | return 24 | 25 | # label columns 26 | if scale == 'custom': 27 | inputDF.columns = ['Types', 'Mut_burden', 'Scale'] 28 | else: 29 | inputDF.columns = ['Types', 'Mut_burden'] 30 | 31 | # filter for cutoff 32 | df=inputDF[inputDF["Mut_burden"] > cutoff] 33 | 34 | # generate log10 column 35 | if isinstance(scale, int): 36 | df['log10BURDENpMB'] = df.apply(lambda row: np.log10(row.Mut_burden/scale), axis = 1) 37 | 38 | elif scale == 'custom': 39 | # use custom scale 40 | df['log10BURDENpMB'] = df.apply(lambda row: np.log10(row.Mut_burden/row.Scale), axis = 1) 41 | 42 | else: 43 | # catches any errors if any may occur 44 | print('scale was not an int or list: ') 45 | print(scale) 46 | 47 | 48 | # group by the type 49 | groups = df.groupby(["Types"]) 50 | 51 | # calculate red bar location 52 | if redbar == "mean": 53 | redbars = groups.mean()["log10BURDENpMB"].sort_values(ascending=ascend) 54 | names = groups.mean()["log10BURDENpMB"].sort_values(ascending=ascend).index 55 | elif redbar == "median": 56 | redbars = groups.median()["log10BURDENpMB"].sort_values(ascending=ascend) 57 | names = groups.median()["log10BURDENpMB"].sort_values(ascending=ascend).index 58 | else: 59 | print("ERROR: redbar parameter must be either mean or median") 60 | return 61 | 62 | counts = groups.count()["log10BURDENpMB"][names] 63 | ngroups = groups.ngroups 64 | 65 | #second row of bottom label 66 | input_groups = inputDF.groupby(["Types"]) 67 | input_counts = input_groups.count()["Mut_burden"][names] 68 | 69 | # list1 filtered (top), list2 unfiltered (bottom) 70 | list1 = counts.to_list() 71 | list2 = input_counts.to_list() 72 | 73 | # check if there are any differences if filterline is still true 74 | if filterline: 75 | different = False 76 | for i, count in enumerate(list1): 77 | if list2[i] != count: 78 | different = True 79 | break 80 | # if there are no differences (nothing was filtered), do not include 2nd row of counts 81 | if not different: 82 | filterline = False 83 | 84 | print("Samples filtered out: " + str(filterline)) 85 | 86 | # if drawing the filterline (2nd row of counts and the line) 87 | new_labels = None 88 | if filterline: 89 | # list3 is filtered(top) with empty string infront of each item 90 | str1 = '' 91 | list3 = prepend(list1, str1) 92 | 93 | # list4 is unfiltered(bottom) with newline infront of each item 94 | str2 = '\n' 95 | list4 = prepend(list2, str2) 96 | 97 | # result list is interleaved: even indices have filtered(top) and odd indices are unfiltered(bottom) 98 | result = [None]*(len(list3)+len(list4)) 99 | result[::2] = list3 100 | result[1::2] = list4 101 | tick_labels = result 102 | 103 | # each item in new_labels is 2 lines, with filtered(top) and unfiltered(bottom) 104 | new_labels = [ ''.join(x) for x in zip(tick_labels[0::2], tick_labels[1::2]) ] 105 | else: 106 | # else if no 2nd row, only use the 1st line (filtered) counts 107 | new_labels = list1 108 | 109 | 110 | # calculate y range 111 | if Yrange == "adapt": 112 | ymax = math.ceil(df['log10BURDENpMB'].max()) 113 | ymin = math.floor(df['log10BURDENpMB'].min()) 114 | elif Yrange == "cancer": 115 | ymax = 3 116 | ymin = -3 117 | elif type(Yrange) == list: 118 | print("Yrange is a list") 119 | ymax = int(math.log10(Yrange[1])) 120 | ymin = int(math.log10(Yrange[0])) 121 | else: 122 | print("ERROR:Please input valid scale values: \"adapt\", \"cancer\" or a list of two power of 10 numbers") 123 | return 124 | 125 | #plotting 126 | 127 | # reduce margins if less than 7 samples 128 | if ngroups < 7: 129 | rightm = rightm + 0.4 * (7 - ngroups) 130 | 131 | # if names are too long, increase margins 132 | if len(names[0])>13: 133 | leftm = leftm + 0.09 * (len(names[0]) - 13) 134 | topm = topm + 0.080 * (len(names[0]) - 13) 135 | 136 | # generate figure 137 | fig_width = leftm + rightm + 0.4 * ngroups 138 | fig_length = topm + bottomm + (ymax - ymin) * 0.7 139 | fig, ax = plt.subplots(figsize=(fig_width, fig_length)) 140 | 141 | if cutoff < 0: 142 | print("ERROR: cutoff value is less than 0") 143 | return 144 | 145 | print('Number of groups: ' + str(len(names[0]))) 146 | 147 | # set xy limits 148 | plt.xlim(0,2*ngroups) 149 | plt.ylim(ymin,ymax) 150 | 151 | # generate x and y ticks 152 | yticks_loc = range(ymin,ymax+1,1) 153 | plt.yticks(yticks_loc,list(map((lambda x: 10**x), list(yticks_loc)))) 154 | plt.xticks(np.arange(1, 2*ngroups+1, step = 2),new_labels) 155 | plt.tick_params(axis = 'both', which = 'both',length = 0) 156 | 157 | # horizontal line for readability 158 | plt.hlines(yticks_loc,0,2*ngroups,colors = 'black',linestyles = "dashed",linewidth = 0.5,zorder = 1) 159 | 160 | # colors for background 161 | for i in range(0,ngroups,2): 162 | greystart = [(i)*2,ymin] 163 | rectangle = mpatches.Rectangle(greystart, 2, ymax-ymin, color = "lightgrey",zorder = 0) 164 | ax.add_patch(rectangle) 165 | 166 | # plot each group 167 | for i in range(0,ngroups,1): 168 | X_start = i*2+0.2 169 | X_end = i*2+2-0.2 170 | #rg = 1.8 171 | y_values = groups.get_group(names[i])["log10BURDENpMB"].sort_values(ascending = True).values.tolist() 172 | x_values = list(np.linspace(start = X_start, stop = X_end, num = counts[i])) 173 | 174 | # black scatterplot for mutational burden 175 | plt.scatter(x_values,y_values,color = "black",s=1.5) 176 | 177 | # red line 178 | plt.hlines(redbars[i], X_start, X_end, colors='red', zorder=2) 179 | 180 | # passed filter line seperator 181 | if filterline: 182 | plt.text((leftm + 0.2 + i * 0.4) / fig_width , 0.85 / fig_length , "___", horizontalalignment='center',transform=plt.gcf().transFigure) 183 | 184 | plt.ylabel(yaxis) 185 | axes2 = ax.twiny() 186 | plt.text((leftm - 0.3) / fig_width, 0.2 / fig_length, "*Showing samples with more than %d mutations" % cutoff, transform=plt.gcf().transFigure) 187 | plt.tick_params(axis = 'both', which = 'both',length = 0) 188 | plt.xticks(np.arange(1, 2*ngroups+1, step = 2),names,rotation = -35,ha = 'right') 189 | fig.subplots_adjust(top = ((ymax - ymin) * 0.7 + bottomm) / fig_length, bottom = bottomm / fig_length, left = leftm / fig_width, right=1 - rightm / fig_width) 190 | plt.savefig(output) 191 | -------------------------------------------------------------------------------- /plots/exampleInput3_signature.txt: -------------------------------------------------------------------------------- 1 | Signature_Name Total_Mutaions 2 | SBS96A 742 3 | SBS96A 60 4 | SBS96A 31 5 | SBS96A 891 6 | SBS96A 6026 7 | SBS96A 2211 8 | SBS96A 578 9 | SBS96A 5139 10 | SBS96A 3969 11 | SBS96A 1539 12 | SBS96A 444 13 | SBS96A 654 14 | SBS96A 579 15 | SBS96A 588 16 | SBS96A 366 17 | SBS96A 1526 18 | SBS96A 2205 19 | SBS96A 681 20 | SBS96A 229 21 | SBS96A 1325 22 | SBS96A 712 23 | SBS96A 100 24 | SBS96A 18 25 | SBS96A 583 26 | SBS96A 2621 27 | SBS96A 714 28 | SBS96A 125 29 | SBS96A 730 30 | SBS96A 7811 31 | SBS96A 1438 32 | SBS96A 774 33 | SBS96A 7122 34 | SBS96A 8614 35 | SBS96A 1590 36 | SBS96A 2258 37 | SBS96A 2652 38 | SBS96A 508 39 | SBS96A 884 40 | SBS96A 492 41 | SBS96A 1417 42 | SBS96A 311 43 | SBS96A 970 44 | SBS96A 90 45 | SBS96A 155 46 | SBS96A 440 47 | SBS96A 186 48 | SBS96A 184 49 | SBS96A 1456 50 | SBS96A 3407 51 | SBS96A 65 52 | SBS96A 3 53 | SBS96A 1997 54 | SBS96A 2888 55 | SBS96A 1141 56 | SBS96A 385 57 | SBS96A 4270 58 | SBS96A 5454 59 | SBS96A 2245 60 | SBS96A 649 61 | SBS96A 1461 62 | SBS96A 392 63 | SBS96A 169 64 | SBS96A 289 65 | SBS96A 459 66 | SBS96A 158 67 | SBS96A 1370 68 | SBS96A 1010 69 | SBS96A 1103 70 | SBS96A 62 71 | SBS96A 57 72 | SBS96A 40 73 | SBS96A 785 74 | SBS96A 21234 75 | SBS96A 8256 76 | SBS96A 2699 77 | SBS96A 9283 78 | SBS96A 375185 79 | SBS96A 70182 80 | SBS96A 22773 81 | SBS96A 319349 82 | SBS96A 199149 83 | SBS96A 30936 84 | SBS96A 21182 85 | SBS96A 59011 86 | SBS96A 1792 87 | SBS96A 1076 88 | SBS96A 544 89 | SBS96A 1351 90 | SBS96A 680 91 | SBS96A 1995 92 | SBS96A 1282 93 | SBS96A 1945 94 | SBS96A 1307 95 | SBS96A 364 96 | SBS96A 31 97 | SBS96A 1326 98 | SBS96B 1692 99 | SBS96B 1384 100 | SBS96B 290 101 | SBS96B 884 102 | SBS96B 62 103 | SBS96B 357 104 | SBS96B 212 105 | SBS96B 136 106 | SBS96B 5773 107 | SBS96B 1541 108 | SBS96B 9084 109 | SBS96B 3205 110 | SBS96B 639 111 | SBS96B 400 112 | SBS96B 818 113 | SBS96B 1457 114 | SBS96B 1447 115 | SBS96B 300 116 | SBS96B 423 117 | SBS96B 2261 118 | SBS96B 242 119 | SBS96B 175 120 | SBS96B 474 121 | SBS96B 265 122 | SBS96B 2359 123 | SBS96B 480 124 | SBS96B 600 125 | SBS96B 1041 126 | SBS96B 629 127 | SBS96B 363 128 | SBS96B 78 129 | SBS96B 210 130 | SBS96B 12431 131 | SBS96B 2923 132 | SBS96B 8708 133 | SBS96B 7625 134 | SBS96B 351 135 | SBS96B 589 136 | SBS96B 1192 137 | SBS96B 999 138 | SBS96B 472 139 | SBS96B 901 140 | SBS96B 269 141 | SBS96B 370 142 | SBS96B 82 143 | SBS96B 157 144 | SBS96B 400 145 | SBS96B 409 146 | SBS96B 1859 147 | SBS96B 1107 148 | SBS96B 257 149 | SBS96B 1129 150 | SBS96B 15 151 | SBS96B 55 152 | SBS96B 3 153 | SBS96B 295 154 | SBS96B 5128 155 | SBS96B 1407 156 | SBS96B 5677 157 | SBS96B 4206 158 | SBS96B 288 159 | SBS96B 506 160 | SBS96B 450 161 | SBS96B 665 162 | SBS96B 53 163 | SBS96B 296 164 | SBS96B 413 165 | SBS96B 67 166 | SBS96B 269 167 | SBS96B 28 168 | SBS96B 144 169 | SBS96B 29 170 | SBS96B 7287 171 | SBS96B 3620 172 | SBS96B 721 173 | SBS96B 9102 174 | SBS96B 22118 175 | SBS96B 2029 176 | SBS96B 941 177 | SBS96B 30674 178 | SBS96B 281549 179 | SBS96B 57887 180 | SBS96B 41054 181 | SBS96B 160675 182 | SBS96B 4625 183 | SBS96B 352 184 | SBS96B 522 185 | SBS96B 1617 186 | SBS96B 534 187 | SBS96B 1706 188 | SBS96B 401 189 | SBS96B 783 190 | SBS96B 686 191 | SBS96B 409 192 | SBS96B 843 193 | SBS96B 1578 194 | SBS96C 7228 195 | SBS96C 3486 196 | SBS96C 380 197 | SBS96C 2700 198 | SBS96C 2737 199 | SBS96C 1960 200 | SBS96C 46 201 | SBS96C 2384 202 | SBS96C 12964 203 | SBS96C 7659 204 | SBS96C 123643 205 | SBS96C 10603 206 | SBS96C 1527 207 | SBS96C 690 208 | SBS96C 1967 209 | SBS96C 2658 210 | SBS96C 780 211 | SBS96C 2438 212 | SBS96C 1897 213 | SBS96C 5745 214 | SBS96C 156 215 | SBS96C 141 216 | SBS96C 1105 217 | SBS96C 738 218 | SBS96C 0 219 | SBS96C 2005 220 | SBS96C 4 221 | SBS96C 2598 222 | SBS96C 1856 223 | SBS96C 1057 224 | SBS96C 1 225 | SBS96C 1525 226 | SBS96C 9433 227 | SBS96C 8604 228 | SBS96C 81652 229 | SBS96C 8366 230 | SBS96C 474 231 | SBS96C 521 232 | SBS96C 1093 233 | SBS96C 1644 234 | SBS96C 1382 235 | SBS96C 1332 236 | SBS96C 1924 237 | SBS96C 3563 238 | SBS96C 150 239 | SBS96C 165 240 | SBS96C 410 241 | SBS96C 3016 242 | SBS96C 8574 243 | SBS96C 2233 244 | SBS96C 1322 245 | SBS96C 4086 246 | SBS96C 1442 247 | SBS96C 793 248 | SBS96C 28 249 | SBS96C 1260 250 | SBS96C 14101 251 | SBS96C 8185 252 | SBS96C 84809 253 | SBS96C 8379 254 | SBS96C 1046 255 | SBS96C 165 256 | SBS96C 1272 257 | SBS96C 814 258 | SBS96C 808 259 | SBS96C 1296 260 | SBS96C 609 261 | SBS96C 3241 262 | SBS96C 596 263 | SBS96C 51 264 | SBS96C 146 265 | SBS96C 4 266 | SBS96C 3406 267 | SBS96C 5033 268 | SBS96C 1211 269 | SBS96C 7148 270 | SBS96C 7993 271 | SBS96C 2212 272 | SBS96C 0 273 | SBS96C 1775 274 | SBS96C 4708 275 | SBS96C 6274 276 | SBS96C 52835 277 | SBS96C 3669 278 | SBS96C 4064 279 | SBS96C 165 280 | SBS96C 1011 281 | SBS96C 2794 282 | SBS96C 1010 283 | SBS96C 1076 284 | SBS96C 565 285 | SBS96C 3308 286 | SBS96C 277 287 | SBS96C 549 288 | SBS96C 1692 289 | SBS96C 2154 290 | SBS96D 10810 291 | SBS96D 8350 292 | SBS96D 1472 293 | SBS96D 6904 294 | SBS96D 20956 295 | SBS96D 11671 296 | SBS96D 5988 297 | SBS96D 19337 298 | SBS96D 6316 299 | SBS96D 1453 300 | SBS96D 9967 301 | SBS96D 6117 302 | SBS96D 416 303 | SBS96D 1935 304 | SBS96D 3830 305 | SBS96D 15 306 | SBS96D 698 307 | SBS96D 5408 308 | SBS96D 5276 309 | SBS96D 12264 310 | SBS96D 294 311 | SBS96D 1953 312 | SBS96D 6549 313 | SBS96D 4067 314 | SBS96D 9567 315 | SBS96D 9622 316 | SBS96D 1251 317 | SBS96D 8041 318 | SBS96D 17559 319 | SBS96D 14263 320 | SBS96D 5030 321 | SBS96D 22038 322 | SBS96D 9296 323 | SBS96D 2604 324 | SBS96D 5949 325 | SBS96D 6295 326 | SBS96D 2793 327 | SBS96D 7103 328 | SBS96D 7820 329 | SBS96D 7973 330 | SBS96D 4417 331 | SBS96D 9117 332 | SBS96D 6927 333 | SBS96D 10582 334 | SBS96D 3587 335 | SBS96D 4773 336 | SBS96D 8616 337 | SBS96D 33 338 | SBS96D 1215 339 | SBS96D 6498 340 | SBS96D 168 341 | SBS96D 5159 342 | SBS96D 11113 343 | SBS96D 8169 344 | SBS96D 2250 345 | SBS96D 15371 346 | SBS96D 7425 347 | SBS96D 221 348 | SBS96D 457 349 | SBS96D 2633 350 | SBS96D 2368 351 | SBS96D 3146 352 | SBS96D 4235 353 | SBS96D 6192 354 | SBS96D 491 355 | SBS96D 1719 356 | SBS96D 1319 357 | SBS96D 5327 358 | SBS96D 3522 359 | SBS96D 2047 360 | SBS96D 5380 361 | SBS96D 3449 362 | SBS96D 3406 363 | SBS96D 9937 364 | SBS96D 54 365 | SBS96D 931 366 | SBS96D 5749 367 | SBS96D 20047 368 | SBS96D 1250 369 | SBS96D 13409 370 | SBS96D 4562 371 | SBS96D 5724 372 | SBS96D 2 373 | SBS96D 4099 374 | SBS96D 5658 375 | SBS96D 6962 376 | SBS96D 4079 377 | SBS96D 9198 378 | SBS96D 2153 379 | SBS96D 9864 380 | SBS96D 64 381 | SBS96D 10958 382 | SBS96D 928 383 | SBS96D 4639 384 | SBS96D 10077 385 | SBS96D 4250 386 | SBS96E 36447 387 | SBS96E 7306 388 | SBS96E 2557 389 | SBS96E 13929 390 | SBS96E 2476 391 | SBS96E 1707 392 | SBS96E 768 393 | SBS96E 468 394 | SBS96E 1505 395 | SBS96E 443 396 | SBS96E 3558 397 | SBS96E 1336 398 | SBS96E 1239 399 | SBS96E 434 400 | SBS96E 1113 401 | SBS96E 4660 402 | SBS96E 3746 403 | SBS96E 196 404 | SBS96E 732 405 | SBS96E 3133 406 | SBS96E 116 407 | SBS96E 135 408 | SBS96E 567 409 | SBS96E 421 410 | SBS96E 48821 411 | SBS96E 9718 412 | SBS96E 5920 413 | SBS96E 21797 414 | SBS96E 402 415 | SBS96E 931 416 | SBS96E 1062 417 | SBS96E 303 418 | SBS96E 3950 419 | SBS96E 1551 420 | SBS96E 3057 421 | SBS96E 1334 422 | SBS96E 599 423 | SBS96E 1373 424 | SBS96E 415 425 | SBS96E 2133 426 | SBS96E 1501 427 | SBS96E 464 428 | SBS96E 763 429 | SBS96E 1349 430 | SBS96E 356 431 | SBS96E 11 432 | SBS96E 185 433 | SBS96E 2281 434 | SBS96E 75994 435 | SBS96E 12688 436 | SBS96E 4502 437 | SBS96E 38468 438 | SBS96E 1099 439 | SBS96E 715 440 | SBS96E 419 441 | SBS96E 560 442 | SBS96E 1773 443 | SBS96E 189 444 | SBS96E 4161 445 | SBS96E 1389 446 | SBS96E 151 447 | SBS96E 356 448 | SBS96E 267 449 | SBS96E 1632 450 | SBS96E 750 451 | SBS96E 65 452 | SBS96E 27 453 | SBS96E 296 454 | SBS96E 324 455 | SBS96E 55 456 | SBS96E 308 457 | SBS96E 112 458 | SBS96E 42752 459 | SBS96E 24356 460 | SBS96E 5864 461 | SBS96E 76033 462 | SBS96E 313 463 | SBS96E 626 464 | SBS96E 167 465 | SBS96E 3188 466 | SBS96E 239 467 | SBS96E 3154 468 | SBS96E 3113 469 | SBS96E 1850 470 | SBS96E 2370 471 | SBS96E 1776 472 | SBS96E 854 473 | SBS96E 3607 474 | SBS96E 1981 475 | SBS96E 860 476 | SBS96E 1907 477 | SBS96E 3487 478 | SBS96E 373 479 | SBS96E 288 480 | SBS96E 1619 481 | SBS96E 912 482 | SBS96F 3173 483 | SBS96F 3177 484 | SBS96F 1050 485 | SBS96F 1829 486 | SBS96F 3002 487 | SBS96F 3509 488 | SBS96F 1067 489 | SBS96F 1372 490 | SBS96F 26773 491 | SBS96F 21545 492 | SBS96F 528 493 | SBS96F 17699 494 | SBS96F 1668 495 | SBS96F 2167 496 | SBS96F 1963 497 | SBS96F 3803 498 | SBS96F 2017 499 | SBS96F 1997 500 | SBS96F 1534 501 | SBS96F 3531 502 | SBS96F 1090 503 | SBS96F 802 504 | SBS96F 620 505 | SBS96F 2205 506 | SBS96F 5282 507 | SBS96F 3277 508 | SBS96F 1406 509 | SBS96F 1149 510 | SBS96F 1993 511 | SBS96F 2793 512 | SBS96F 2212 513 | SBS96F 2168 514 | SBS96F 33749 515 | SBS96F 33625 516 | SBS96F 5428 517 | SBS96F 28371 518 | SBS96F 507 519 | SBS96F 978 520 | SBS96F 267 521 | SBS96F 499 522 | SBS96F 496 523 | SBS96F 654 524 | SBS96F 21 525 | SBS96F 536 526 | SBS96F 567 527 | SBS96F 345 528 | SBS96F 497 529 | SBS96F 196 530 | SBS96F 2562 531 | SBS96F 3009 532 | SBS96F 1821 533 | SBS96F 118 534 | SBS96F 650 535 | SBS96F 2059 536 | SBS96F 396 537 | SBS96F 847 538 | SBS96F 22700 539 | SBS96F 18126 540 | SBS96F 83 541 | SBS96F 15362 542 | SBS96F 733 543 | SBS96F 807 544 | SBS96F 435 545 | SBS96F 508 546 | SBS96F 1444 547 | SBS96F 2267 548 | SBS96F 1086 549 | SBS96F 4423 550 | SBS96F 236 551 | SBS96F 233 552 | SBS96F 448 553 | SBS96F 628 554 | SBS96F 3859 555 | SBS96F 5541 556 | SBS96F 1063 557 | SBS96F 434 558 | SBS96F 2340 559 | SBS96F 5680 560 | SBS96F 311 561 | SBS96F 7 562 | SBS96F 2239 563 | SBS96F 33198 564 | SBS96F 1173 565 | SBS96F 11730 566 | SBS96F 363 567 | SBS96F 1651 568 | SBS96F 152 569 | SBS96F 1864 570 | SBS96F 470 571 | SBS96F 109 572 | SBS96F 950 573 | SBS96F 1420 574 | SBS96F 988 575 | SBS96F 1473 576 | SBS96F 51 577 | SBS96F 505 578 | SBS96G 6296 579 | SBS96G 3132 580 | SBS96G 105 581 | SBS96G 1731 582 | SBS96G 4911 583 | SBS96G 4452 584 | SBS96G 58 585 | SBS96G 6024 586 | SBS96G 3325 587 | SBS96G 3140 588 | SBS96G 9034 589 | SBS96G 3319 590 | SBS96G 5474 591 | SBS96G 6131 592 | SBS96G 3392 593 | SBS96G 22395 594 | SBS96G 2957 595 | SBS96G 3063 596 | SBS96G 3185 597 | SBS96G 6535 598 | SBS96G 1230 599 | SBS96G 1842 600 | SBS96G 2494 601 | SBS96G 4042 602 | SBS96G 12043 603 | SBS96G 1759 604 | SBS96G 862 605 | SBS96G 13280 606 | SBS96G 2274 607 | SBS96G 1313 608 | SBS96G 118 609 | SBS96G 3506 610 | SBS96G 6813 611 | SBS96G 4532 612 | SBS96G 7628 613 | SBS96G 4001 614 | SBS96G 1959 615 | SBS96G 2144 616 | SBS96G 1144 617 | SBS96G 727 618 | SBS96G 710 619 | SBS96G 581 620 | SBS96G 149 621 | SBS96G 595 622 | SBS96G 2648 623 | SBS96G 2002 624 | SBS96G 3260 625 | SBS96G 562 626 | SBS96G 12200 627 | SBS96G 1302 628 | SBS96G 890 629 | SBS96G 7799 630 | SBS96G 2139 631 | SBS96G 2410 632 | SBS96G 165 633 | SBS96G 1519 634 | SBS96G 696 635 | SBS96G 805 636 | SBS96G 1449 637 | SBS96G 4100 638 | SBS96G 1409 639 | SBS96G 1411 640 | SBS96G 946 641 | SBS96G 1258 642 | SBS96G 5187 643 | SBS96G 3507 644 | SBS96G 1942 645 | SBS96G 5221 646 | SBS96G 1164 647 | SBS96G 912 648 | SBS96G 1664 649 | SBS96G 3197 650 | SBS96G 8992 651 | SBS96G 6160 652 | SBS96G 618 653 | SBS96G 14424 654 | SBS96G 390 655 | SBS96G 2298 656 | SBS96G 774 657 | SBS96G 1486 658 | SBS96G 450 659 | SBS96G 7190 660 | SBS96G 4891 661 | SBS96G 9579 662 | SBS96G 29653 663 | SBS96G 2581 664 | SBS96G 2447 665 | SBS96G 9352 666 | SBS96G 406 667 | SBS96G 6930 668 | SBS96G 742 669 | SBS96G 6574 670 | SBS96G 303 671 | SBS96G 2279 672 | SBS96G 4926 673 | SBS96G 3013 674 | SBS96H 29 675 | SBS96H 640 676 | SBS96H 1 677 | SBS96H 2481 678 | SBS96H 344 679 | SBS96H 10 680 | SBS96H 21 681 | SBS96H 638 682 | SBS96H 14205 683 | SBS96H 6133 684 | SBS96H 17248 685 | SBS96H 5874 686 | SBS96H 991 687 | SBS96H 1583 688 | SBS96H 141 689 | SBS96H 10567 690 | SBS96H 7512 691 | SBS96H 2570 692 | SBS96H 11971 693 | SBS96H 1947 694 | SBS96H 106 695 | SBS96H 311 696 | SBS96H 223 697 | SBS96H 844 698 | SBS96H 6879 699 | SBS96H 11422 700 | SBS96H 2202 701 | SBS96H 38392 702 | SBS96H 2 703 | SBS96H 2 704 | SBS96H 22 705 | SBS96H 26 706 | SBS96H 3069 707 | SBS96H 5055 708 | SBS96H 13340 709 | SBS96H 4478 710 | SBS96H 188 711 | SBS96H 1271 712 | SBS96H 381 713 | SBS96H 78 714 | SBS96H 5913 715 | SBS96H 3003 716 | SBS96H 13332 717 | SBS96H 4779 718 | SBS96H 258 719 | SBS96H 2012 720 | SBS96H 1930 721 | SBS96H 3313 722 | SBS96H 1 723 | SBS96H 1207 724 | SBS96H 133 725 | SBS96H 4461 726 | SBS96H 144 727 | SBS96H 491 728 | SBS96H 30 729 | SBS96H 496 730 | SBS96H 19171 731 | SBS96H 20197 732 | SBS96H 15323 733 | SBS96H 12330 734 | SBS96H 153 735 | SBS96H 891 736 | SBS96H 414 737 | SBS96H 1102 738 | SBS96H 8447 739 | SBS96H 1166 740 | SBS96H 7957 741 | SBS96H 3639 742 | SBS96H 5 743 | SBS96H 82 744 | SBS96H 1 745 | SBS96H 316 746 | SBS96H 583 747 | SBS96H 1500 748 | SBS96H 141 749 | SBS96H 7058 750 | SBS96H 809 751 | SBS96H 241 752 | SBS96H 127 753 | SBS96H 2419 754 | SBS96H 6580 755 | SBS96H 4085 756 | SBS96H 6034 757 | SBS96H 4946 758 | SBS96H 2813 759 | SBS96H 213 760 | SBS96H 77 761 | SBS96H 1440 762 | SBS96H 6254 763 | SBS96H 3609 764 | SBS96H 6793 765 | SBS96H 4562 766 | SBS96H 15 767 | SBS96H 166 768 | SBS96H 311 769 | SBS96H 276 770 | SBS96I 20100 771 | SBS96I 17135 772 | SBS96I 1545 773 | SBS96I 22369 774 | SBS96I 5336 775 | SBS96I 2219 776 | SBS96I 870 777 | SBS96I 3990 778 | SBS96I 13869 779 | SBS96I 3195 780 | SBS96I 3175 781 | SBS96I 13824 782 | SBS96I 5610 783 | SBS96I 4849 784 | SBS96I 3946 785 | SBS96I 8430 786 | SBS96I 1126 787 | SBS96I 3557 788 | SBS96I 916 789 | SBS96I 4292 790 | SBS96I 2852 791 | SBS96I 1346 792 | SBS96I 3342 793 | SBS96I 3660 794 | SBS96I 9240 795 | SBS96I 8236 796 | SBS96I 128 797 | SBS96I 8181 798 | SBS96I 996 799 | SBS96I 1087 800 | SBS96I 471 801 | SBS96I 709 802 | SBS96I 164 803 | SBS96I 872 804 | SBS96I 1053 805 | SBS96I 8378 806 | SBS96I 3448 807 | SBS96I 6432 808 | SBS96I 2054 809 | SBS96I 14162 810 | SBS96I 711 811 | SBS96I 5349 812 | SBS96I 68 813 | SBS96I 2446 814 | SBS96I 12 815 | SBS96I 368 816 | SBS96I 1707 817 | SBS96I 142 818 | SBS96I 5120 819 | SBS96I 4978 820 | SBS96I 633 821 | SBS96I 5427 822 | SBS96I 1000 823 | SBS96I 492 824 | SBS96I 86 825 | SBS96I 868 826 | SBS96I 2861 827 | SBS96I 341 828 | SBS96I 796 829 | SBS96I 3344 830 | SBS96I 2341 831 | SBS96I 3412 832 | SBS96I 1580 833 | SBS96I 8095 834 | SBS96I 121 835 | SBS96I 1138 836 | SBS96I 352 837 | SBS96I 532 838 | SBS96I 516 839 | SBS96I 61 840 | SBS96I 2006 841 | SBS96I 504 842 | SBS96I 10562 843 | SBS96I 8279 844 | SBS96I 1027 845 | SBS96I 1115 846 | SBS96I 294 847 | SBS96I 759 848 | SBS96I 449 849 | SBS96I 1421 850 | SBS96I 3613 851 | SBS96I 1405 852 | SBS96I 45 853 | SBS96I 5167 854 | SBS96I 741 855 | SBS96I 7772 856 | SBS96I 2775 857 | SBS96I 18395 858 | SBS96I 3432 859 | SBS96I 4161 860 | SBS96I 594 861 | SBS96I 3375 862 | SBS96I 2671 863 | SBS96I 2320 864 | SBS96I 2190 865 | SBS96I 5426 866 | SBS96J 4250 867 | SBS96J 3080 868 | SBS96J 966 869 | SBS96J 2441 870 | SBS96J 2168 871 | SBS96J 284 872 | SBS96J 518 873 | SBS96J 2546 874 | SBS96J 2012 875 | SBS96J 1470 876 | SBS96J 839 877 | SBS96J 2862 878 | SBS96J 1692 879 | SBS96J 1038 880 | SBS96J 1256 881 | SBS96J 1304 882 | SBS96J 1541 883 | SBS96J 1456 884 | SBS96J 2574 885 | SBS96J 2490 886 | SBS96J 704 887 | SBS96J 267 888 | SBS96J 1088 889 | SBS96J 919 890 | SBS96J 1712 891 | SBS96J 2975 892 | SBS96J 841 893 | SBS96J 1864 894 | SBS96J 551 895 | SBS96J 1361 896 | SBS96J 755 897 | SBS96J 3491 898 | SBS96J 540 899 | SBS96J 2254 900 | SBS96J 383 901 | SBS96J 4368 902 | SBS96J 872 903 | SBS96J 983 904 | SBS96J 348 905 | SBS96J 877 906 | SBS96J 1602 907 | SBS96J 805 908 | SBS96J 1799 909 | SBS96J 2492 910 | SBS96J 518 911 | SBS96J 949 912 | SBS96J 915 913 | SBS96J 151 914 | SBS96J 190 915 | SBS96J 2146 916 | SBS96J 752 917 | SBS96J 411 918 | SBS96J 496 919 | SBS96J 854 920 | SBS96J 135 921 | SBS96J 1063 922 | SBS96J 197 923 | SBS96J 1490 924 | SBS96J 1858 925 | SBS96J 1800 926 | SBS96J 379 927 | SBS96J 475 928 | SBS96J 458 929 | SBS96J 468 930 | SBS96J 3099 931 | SBS96J 608 932 | SBS96J 770 933 | SBS96J 2344 934 | SBS96J 527 935 | SBS96J 459 936 | SBS96J 927 937 | SBS96J 487 938 | SBS96J 33690 939 | SBS96J 17885 940 | SBS96J 5249 941 | SBS96J 23118 942 | SBS96J 5347 943 | SBS96J 1976 944 | SBS96J 1453 945 | SBS96J 102879 946 | SBS96J 8097 947 | SBS96J 8383 948 | SBS96J 9398 949 | SBS96J 29249 950 | SBS96J 1024 951 | SBS96J 349 952 | SBS96J 326 953 | SBS96J 1706 954 | SBS96J 3216 955 | SBS96J 1 956 | SBS96J 55 957 | SBS96J 1746 958 | SBS96J 178 959 | SBS96J 348 960 | SBS96J 1301 961 | SBS96J 287 962 | SBS96K 652 963 | SBS96K 1043 964 | SBS96K 72 965 | SBS96K 63 966 | SBS96K 1552 967 | SBS96K 1592 968 | SBS96K 145 969 | SBS96K 13 970 | SBS96K 1578 971 | SBS96K 906 972 | SBS96K 7458 973 | SBS96K 432 974 | SBS96K 1303 975 | SBS96K 1309 976 | SBS96K 323 977 | SBS96K 2386 978 | SBS96K 19015 979 | SBS96K 8399 980 | SBS96K 13429 981 | SBS96K 14774 982 | SBS96K 550 983 | SBS96K 666 984 | SBS96K 451 985 | SBS96K 1351 986 | SBS96K 2119 987 | SBS96K 2371 988 | SBS96K 1216 989 | SBS96K 105 990 | SBS96K 441 991 | SBS96K 549 992 | SBS96K 311 993 | SBS96K 181 994 | SBS96K 427 995 | SBS96K 210 996 | SBS96K 3221 997 | SBS96K 447 998 | SBS96K 176 999 | SBS96K 1116 1000 | SBS96K 164 1001 | SBS96K 1464 1002 | SBS96K 13293 1003 | SBS96K 9989 1004 | SBS96K 11700 1005 | SBS96K 12644 1006 | SBS96K 684 1007 | SBS96K 1244 1008 | SBS96K 1807 1009 | SBS96K 23 1010 | SBS96K 377 1011 | SBS96K 1048 1012 | SBS96K 558 1013 | SBS96K 0 1014 | SBS96K 576 1015 | SBS96K 592 1016 | SBS96K 50 1017 | SBS96K 458 1018 | SBS96K 1731 1019 | SBS96K 5811 1020 | SBS96K 13458 1021 | SBS96K 4082 1022 | SBS96K 297 1023 | SBS96K 1115 1024 | SBS96K 271 1025 | SBS96K 765 1026 | SBS96K 22713 1027 | SBS96K 11581 1028 | SBS96K 9241 1029 | SBS96K 19082 1030 | SBS96K 243 1031 | SBS96K 544 1032 | SBS96K 43 1033 | SBS96K 834 1034 | SBS96K 506 1035 | SBS96K 1388 1036 | SBS96K 606 1037 | SBS96K 531 1038 | SBS96K 1894 1039 | SBS96K 353 1040 | SBS96K 177 1041 | SBS96K 562 1042 | SBS96K 2906 1043 | SBS96K 1348 1044 | SBS96K 4038 1045 | SBS96K 2085 1046 | SBS96K 1521 1047 | SBS96K 1136 1048 | SBS96K 277 1049 | SBS96K 2654 1050 | SBS96K 20904 1051 | SBS96K 14047 1052 | SBS96K 1915 1053 | SBS96K 20472 1054 | SBS96K 622 1055 | SBS96K 744 1056 | SBS96K 1695 1057 | SBS96K 4281 1058 | SBS96L 3435 1059 | SBS96L 3422 1060 | SBS96L 1874 1061 | SBS96L 1432 1062 | SBS96L 609 1063 | SBS96L 442 1064 | SBS96L 522 1065 | SBS96L 68 1066 | SBS96L 1273 1067 | SBS96L 1179 1068 | SBS96L 1167 1069 | SBS96L 780 1070 | SBS96L 9534 1071 | SBS96L 5102 1072 | SBS96L 10694 1073 | SBS96L 8142 1074 | SBS96L 8576 1075 | SBS96L 651 1076 | SBS96L 4896 1077 | SBS96L 3537 1078 | SBS96L 1425 1079 | SBS96L 37 1080 | SBS96L 566 1081 | SBS96L 18 1082 | SBS96L 4041 1083 | SBS96L 5300 1084 | SBS96L 1856 1085 | SBS96L 1263 1086 | SBS96L 1692 1087 | SBS96L 1326 1088 | SBS96L 559 1089 | SBS96L 556 1090 | SBS96L 2067 1091 | SBS96L 1852 1092 | SBS96L 729 1093 | SBS96L 2377 1094 | SBS96L 12231 1095 | SBS96L 7486 1096 | SBS96L 18656 1097 | SBS96L 10266 1098 | SBS96L 4445 1099 | SBS96L 495 1100 | SBS96L 1239 1101 | SBS96L 2398 1102 | SBS96L 420 1103 | SBS96L 322 1104 | SBS96L 1435 1105 | SBS96L 2297 1106 | SBS96L 469 1107 | SBS96L 3063 1108 | SBS96L 1014 1109 | SBS96L 214 1110 | SBS96L 771 1111 | SBS96L 859 1112 | SBS96L 602 1113 | SBS96L 122 1114 | SBS96L 386 1115 | SBS96L 1256 1116 | SBS96L 172 1117 | SBS96L 1682 1118 | SBS96L 7720 1119 | SBS96L 2711 1120 | SBS96L 8607 1121 | SBS96L 3840 1122 | SBS96L 6517 1123 | SBS96L 784 1124 | SBS96L 1349 1125 | SBS96L 5452 1126 | SBS96L 543 1127 | SBS96L 176 1128 | SBS96L 1194 1129 | SBS96L 486 1130 | SBS96L 3504 1131 | SBS96L 4219 1132 | SBS96L 713 1133 | SBS96L 5868 1134 | SBS96L 2420 1135 | SBS96L 733 1136 | SBS96L 473 1137 | SBS96L 1883 1138 | SBS96L 815 1139 | SBS96L 846 1140 | SBS96L 657 1141 | SBS96L 855 1142 | SBS96L 10647 1143 | SBS96L 3819 1144 | SBS96L 8566 1145 | SBS96L 6708 1146 | SBS96L 7287 1147 | SBS96L 34 1148 | SBS96L 236 1149 | SBS96L 3855 1150 | SBS96L 1701 1151 | SBS96L 16 1152 | SBS96L 964 1153 | SBS96L 2211 1154 | SBS96M 5523 1155 | SBS96M 3112 1156 | SBS96M 1442 1157 | SBS96M 4253 1158 | SBS96M 776 1159 | SBS96M 138 1160 | SBS96M 360 1161 | SBS96M 6503 1162 | SBS96M 3435 1163 | SBS96M 2298 1164 | SBS96M 4157 1165 | SBS96M 4436 1166 | SBS96M 8172 1167 | SBS96M 2576 1168 | SBS96M 3756 1169 | SBS96M 5305 1170 | SBS96M 47242 1171 | SBS96M 2528 1172 | SBS96M 10220 1173 | SBS96M 24579 1174 | SBS96M 1139 1175 | SBS96M 360 1176 | SBS96M 711 1177 | SBS96M 1574 1178 | SBS96M 487 1179 | SBS96M 812 1180 | SBS96M 428 1181 | SBS96M 16 1182 | SBS96M 526 1183 | SBS96M 709 1184 | SBS96M 355 1185 | SBS96M 6026 1186 | SBS96M 1439 1187 | SBS96M 2299 1188 | SBS96M 1850 1189 | SBS96M 7335 1190 | SBS96M 1757 1191 | SBS96M 2401 1192 | SBS96M 780 1193 | SBS96M 2347 1194 | SBS96M 3710 1195 | SBS96M 752 1196 | SBS96M 1227 1197 | SBS96M 6406 1198 | SBS96M 640 1199 | SBS96M 293 1200 | SBS96M 273 1201 | SBS96M 77 1202 | SBS96M 3511 1203 | SBS96M 3641 1204 | SBS96M 1046 1205 | SBS96M 2832 1206 | SBS96M 392 1207 | SBS96M 761 1208 | SBS96M 310 1209 | SBS96M 2277 1210 | SBS96M 3613 1211 | SBS96M 2873 1212 | SBS96M 241 1213 | SBS96M 3383 1214 | SBS96M 389 1215 | SBS96M 267 1216 | SBS96M 517 1217 | SBS96M 618 1218 | SBS96M 539 1219 | SBS96M 40 1220 | SBS96M 376 1221 | SBS96M 1452 1222 | SBS96M 255 1223 | SBS96M 175 1224 | SBS96M 110 1225 | SBS96M 211 1226 | SBS96M 746 1227 | SBS96M 1028 1228 | SBS96M 236 1229 | SBS96M 566 1230 | SBS96M 842 1231 | SBS96M 1730 1232 | SBS96M 94 1233 | SBS96M 7414 1234 | SBS96M 964 1235 | SBS96M 586 1236 | SBS96M 67 1237 | SBS96M 5098 1238 | SBS96M 477 1239 | SBS96M 1059 1240 | SBS96M 377 1241 | SBS96M 357 1242 | SBS96M 295 1243 | SBS96M 399 1244 | SBS96M 60 1245 | SBS96M 1927 1246 | SBS96M 26 1247 | SBS96M 921 1248 | SBS96M 402 1249 | SBS96M 1575 1250 | SBS96N 1000 1251 | SBS96N 673 1252 | SBS96N 73 1253 | SBS96N 755 1254 | SBS96N 92 1255 | SBS96N 71 1256 | SBS96N 108 1257 | SBS96N 699 1258 | SBS96N 660 1259 | SBS96N 161 1260 | SBS96N 1525 1261 | SBS96N 576 1262 | SBS96N 787 1263 | SBS96N 572 1264 | SBS96N 918 1265 | SBS96N 1517 1266 | SBS96N 1485 1267 | SBS96N 539 1268 | SBS96N 585 1269 | SBS96N 1677 1270 | SBS96N 486 1271 | SBS96N 647 1272 | SBS96N 463 1273 | SBS96N 7576 1274 | SBS96N 824 1275 | SBS96N 405 1276 | SBS96N 104 1277 | SBS96N 586 1278 | SBS96N 417 1279 | SBS96N 282 1280 | SBS96N 35 1281 | SBS96N 700 1282 | SBS96N 954 1283 | SBS96N 373 1284 | SBS96N 655 1285 | SBS96N 806 1286 | SBS96N 588 1287 | SBS96N 1911 1288 | SBS96N 1198 1289 | SBS96N 7140 1290 | SBS96N 1017 1291 | SBS96N 4567 1292 | SBS96N 2855 1293 | SBS96N 16309 1294 | SBS96N 753 1295 | SBS96N 3307 1296 | SBS96N 2086 1297 | SBS96N 54119 1298 | SBS96N 1191 1299 | SBS96N 473 1300 | SBS96N 0 1301 | SBS96N 896 1302 | SBS96N 43 1303 | SBS96N 198 1304 | SBS96N 41 1305 | SBS96N 419 1306 | SBS96N 61 1307 | SBS96N 455 1308 | SBS96N 2161 1309 | SBS96N 568 1310 | SBS96N 346 1311 | SBS96N 557 1312 | SBS96N 541 1313 | SBS96N 1412 1314 | SBS96N 75 1315 | SBS96N 807 1316 | SBS96N 162 1317 | SBS96N 1598 1318 | SBS96N 286 1319 | SBS96N 775 1320 | SBS96N 477 1321 | SBS96N 12057 1322 | SBS96N 1065 1323 | SBS96N 350 1324 | SBS96N 10 1325 | SBS96N 571 1326 | SBS96N 1213 1327 | SBS96N 859 1328 | SBS96N 124 1329 | SBS96N 1623 1330 | SBS96N 1941 1331 | SBS96N 1217 1332 | SBS96N 614 1333 | SBS96N 1769 1334 | SBS96N 2858 1335 | SBS96N 918 1336 | SBS96N 457 1337 | SBS96N 2631 1338 | SBS96N 1233 1339 | SBS96N 1408 1340 | SBS96N 698 1341 | SBS96N 2872 1342 | SBS96N 998 1343 | SBS96N 998 1344 | SBS96N 861 1345 | SBS96N 15125 1346 | SBS96O 3017 1347 | SBS96O 672 1348 | SBS96O 36 1349 | SBS96O 2113 1350 | SBS96O 4114 1351 | SBS96O 2452 1352 | SBS96O 627 1353 | SBS96O 7685 1354 | SBS96O 2181 1355 | SBS96O 962 1356 | SBS96O 460 1357 | SBS96O 1344 1358 | SBS96O 1865 1359 | SBS96O 101 1360 | SBS96O 527 1361 | SBS96O 255 1362 | SBS96O 4391 1363 | SBS96O 975 1364 | SBS96O 145 1365 | SBS96O 3016 1366 | SBS96O 12000 1367 | SBS96O 818 1368 | SBS96O 2260 1369 | SBS96O 1256 1370 | SBS96O 1490 1371 | SBS96O 1335 1372 | SBS96O 10 1373 | SBS96O 335 1374 | SBS96O 2029 1375 | SBS96O 878 1376 | SBS96O 218 1377 | SBS96O 2817 1378 | SBS96O 1102 1379 | SBS96O 898 1380 | SBS96O 869 1381 | SBS96O 539 1382 | SBS96O 2119 1383 | SBS96O 466 1384 | SBS96O 1150 1385 | SBS96O 3422 1386 | SBS96O 4657 1387 | SBS96O 851 1388 | SBS96O 524 1389 | SBS96O 677 1390 | SBS96O 2910 1391 | SBS96O 946 1392 | SBS96O 504 1393 | SBS96O 306 1394 | SBS96O 2028 1395 | SBS96O 584 1396 | SBS96O 94 1397 | SBS96O 780 1398 | SBS96O 1198 1399 | SBS96O 2120 1400 | SBS96O 419 1401 | SBS96O 2520 1402 | SBS96O 1735 1403 | SBS96O 810 1404 | SBS96O 247 1405 | SBS96O 1017 1406 | SBS96O 721 1407 | SBS96O 347 1408 | SBS96O 404 1409 | SBS96O 911 1410 | SBS96O 1345 1411 | SBS96O 689 1412 | SBS96O 189 1413 | SBS96O 976 1414 | SBS96O 1087 1415 | SBS96O 500 1416 | SBS96O 588 1417 | SBS96O 295 1418 | SBS96O 592 1419 | SBS96O 759 1420 | SBS96O 51 1421 | SBS96O 276 1422 | SBS96O 1025 1423 | SBS96O 1425 1424 | SBS96O 271 1425 | SBS96O 7701 1426 | SBS96O 1403 1427 | SBS96O 1183 1428 | SBS96O 264 1429 | SBS96O 425 1430 | SBS96O 3019 1431 | SBS96O 902 1432 | SBS96O 1411 1433 | SBS96O 3338 1434 | SBS96O 16888 1435 | SBS96O 2525 1436 | SBS96O 3358 1437 | SBS96O 3359 1438 | SBS96O 21869 1439 | SBS96O 2470 1440 | SBS96O 4742 1441 | SBS96O 6745 1442 | SBS96P 5 1443 | SBS96P 198 1444 | SBS96P 8 1445 | SBS96P 305 1446 | SBS96P 71 1447 | SBS96P 57 1448 | SBS96P 13 1449 | SBS96P 78 1450 | SBS96P 133 1451 | SBS96P 609 1452 | SBS96P 1795 1453 | SBS96P 294 1454 | SBS96P 169 1455 | SBS96P 1250 1456 | SBS96P 26 1457 | SBS96P 1127 1458 | SBS96P 916 1459 | SBS96P 1615 1460 | SBS96P 260 1461 | SBS96P 454 1462 | SBS96P 21 1463 | SBS96P 122 1464 | SBS96P 60 1465 | SBS96P 373 1466 | SBS96P 900 1467 | SBS96P 511 1468 | SBS96P 264 1469 | SBS96P 2310 1470 | SBS96P 8 1471 | SBS96P 16 1472 | SBS96P 40 1473 | SBS96P 21 1474 | SBS96P 307 1475 | SBS96P 515 1476 | SBS96P 875 1477 | SBS96P 381 1478 | SBS96P 60 1479 | SBS96P 274 1480 | SBS96P 38 1481 | SBS96P 93 1482 | SBS96P 55 1483 | SBS96P 764 1484 | SBS96P 26 1485 | SBS96P 76 1486 | SBS96P 19 1487 | SBS96P 207 1488 | SBS96P 351 1489 | SBS96P 92 1490 | SBS96P 838 1491 | SBS96P 2178 1492 | SBS96P 387 1493 | SBS96P 6104 1494 | SBS96P 16 1495 | SBS96P 169 1496 | SBS96P 28 1497 | SBS96P 49 1498 | SBS96P 4856 1499 | SBS96P 20059 1500 | SBS96P 66311 1501 | SBS96P 11794 1502 | SBS96P 42 1503 | SBS96P 891 1504 | SBS96P 108 1505 | SBS96P 58 1506 | SBS96P 2379 1507 | SBS96P 8101 1508 | SBS96P 1339 1509 | SBS96P 1205 1510 | SBS96P 92 1511 | SBS96P 866 1512 | SBS96P 703 1513 | SBS96P 4271 1514 | SBS96P 195 1515 | SBS96P 550 1516 | SBS96P 27 1517 | SBS96P 1441 1518 | SBS96P 132 1519 | SBS96P 21 1520 | SBS96P 19 1521 | SBS96P 224 1522 | SBS96P 291 1523 | SBS96P 760 1524 | SBS96P 439 1525 | SBS96P 742 1526 | SBS96P 298 1527 | SBS96P 314 1528 | SBS96P 15 1529 | SBS96P 120 1530 | SBS96P 617 1531 | SBS96P 3719 1532 | SBS96P 151 1533 | SBS96P 508 1534 | SBS96P 22 1535 | SBS96P 148 1536 | SBS96P 162 1537 | SBS96P 540 1538 | SBS96Q 844 1539 | SBS96Q 1138 1540 | SBS96Q 129 1541 | SBS96Q 1471 1542 | SBS96Q 871 1543 | SBS96Q 325 1544 | SBS96Q 256 1545 | SBS96Q 413 1546 | SBS96Q 585 1547 | SBS96Q 411 1548 | SBS96Q 942 1549 | SBS96Q 691 1550 | SBS96Q 439 1551 | SBS96Q 235 1552 | SBS96Q 196 1553 | SBS96Q 1958 1554 | SBS96Q 865 1555 | SBS96Q 551 1556 | SBS96Q 544 1557 | SBS96Q 744 1558 | SBS96Q 727 1559 | SBS96Q 718 1560 | SBS96Q 217 1561 | SBS96Q 5621 1562 | SBS96Q 517 1563 | SBS96Q 117 1564 | SBS96Q 44 1565 | SBS96Q 2326 1566 | SBS96Q 264 1567 | SBS96Q 249 1568 | SBS96Q 26 1569 | SBS96Q 145 1570 | SBS96Q 268 1571 | SBS96Q 118 1572 | SBS96Q 302 1573 | SBS96Q 473 1574 | SBS96Q 34 1575 | SBS96Q 212 1576 | SBS96Q 400 1577 | SBS96Q 246 1578 | SBS96Q 28 1579 | SBS96Q 178 1580 | SBS96Q 192 1581 | SBS96Q 9 1582 | SBS96Q 1049 1583 | SBS96Q 99 1584 | SBS96Q 501 1585 | SBS96Q 2341 1586 | SBS96Q 221 1587 | SBS96Q 489 1588 | SBS96Q 104 1589 | SBS96Q 2097 1590 | SBS96Q 174 1591 | SBS96Q 183 1592 | SBS96Q 9 1593 | SBS96Q 292 1594 | SBS96Q 605 1595 | SBS96Q 1225 1596 | SBS96Q 16 1597 | SBS96Q 1865 1598 | SBS96Q 229 1599 | SBS96Q 223 1600 | SBS96Q 163 1601 | SBS96Q 243 1602 | SBS96Q 1407 1603 | SBS96Q 2477 1604 | SBS96Q 561 1605 | SBS96Q 1973 1606 | SBS96Q 265 1607 | SBS96Q 508 1608 | SBS96Q 41 1609 | SBS96Q 1400 1610 | SBS96Q 8752 1611 | SBS96Q 1384 1612 | SBS96Q 203 1613 | SBS96Q 45819 1614 | SBS96Q 1238 1615 | SBS96Q 760 1616 | SBS96Q 193 1617 | SBS96Q 377 1618 | SBS96Q 66 1619 | SBS96Q 319 1620 | SBS96Q 1920 1621 | SBS96Q 1162 1622 | SBS96Q 655 1623 | SBS96Q 198 1624 | SBS96Q 225 1625 | SBS96Q 893 1626 | SBS96Q 256 1627 | SBS96Q 853 1628 | SBS96Q 128 1629 | SBS96Q 1112 1630 | SBS96Q 2397 1631 | SBS96Q 929 1632 | SBS96Q 129 1633 | SBS96Q 26330 1634 | SBS96R 265 1635 | SBS96R 632 1636 | SBS96R 189 1637 | SBS96R 569 1638 | SBS96R 706 1639 | SBS96R 429 1640 | SBS96R 244 1641 | SBS96R 599 1642 | SBS96R 304 1643 | SBS96R 216 1644 | SBS96R 5384 1645 | SBS96R 15 1646 | SBS96R 128 1647 | SBS96R 129 1648 | SBS96R 219 1649 | SBS96R 726 1650 | SBS96R 606 1651 | SBS96R 81 1652 | SBS96R 8347 1653 | SBS96R 342 1654 | SBS96R 195 1655 | SBS96R 109 1656 | SBS96R 179 1657 | SBS96R 75 1658 | SBS96R 558 1659 | SBS96R 499 1660 | SBS96R 182 1661 | SBS96R 324 1662 | SBS96R 32 1663 | SBS96R 243 1664 | SBS96R 235 1665 | SBS96R 144 1666 | SBS96R 446 1667 | SBS96R 714 1668 | SBS96R 5169 1669 | SBS96R 458 1670 | SBS96R 539 1671 | SBS96R 507 1672 | SBS96R 331 1673 | SBS96R 734 1674 | SBS96R 1127 1675 | SBS96R 3004 1676 | SBS96R 4269 1677 | SBS96R 381 1678 | SBS96R 680 1679 | SBS96R 264 1680 | SBS96R 416 1681 | SBS96R 230 1682 | SBS96R 381 1683 | SBS96R 310 1684 | SBS96R 7 1685 | SBS96R 141 1686 | SBS96R 160 1687 | SBS96R 505 1688 | SBS96R 75 1689 | SBS96R 254 1690 | SBS96R 268 1691 | SBS96R 199 1692 | SBS96R 2098 1693 | SBS96R 352 1694 | SBS96R 51 1695 | SBS96R 193 1696 | SBS96R 150 1697 | SBS96R 232 1698 | SBS96R 394 1699 | SBS96R 463 1700 | SBS96R 19683 1701 | SBS96R 286 1702 | SBS96R 54 1703 | SBS96R 20 1704 | SBS96R 1099 1705 | SBS96R 141 1706 | SBS96R 936 1707 | SBS96R 632 1708 | SBS96R 11 1709 | SBS96R 754 1710 | SBS96R 2018 1711 | SBS96R 601 1712 | SBS96R 112 1713 | SBS96R 558 1714 | SBS96R 2379 1715 | SBS96R 866 1716 | SBS96R 1129 1717 | SBS96R 610 1718 | SBS96R 13 1719 | SBS96R 247 1720 | SBS96R 275 1721 | SBS96R 368 1722 | SBS96R 117 1723 | SBS96R 459 1724 | SBS96R 33110 1725 | SBS96R 183 1726 | SBS96R 165 1727 | SBS96R 48 1728 | SBS96R 281 1729 | SBS96R 76 1730 | -------------------------------------------------------------------------------- /plots/exampleInput1_pcawg.txt: -------------------------------------------------------------------------------- 1 | Types Mut_burden 2 | Biliary-AdenoCA 14900 3 | Biliary-AdenoCA 5088 4 | Biliary-AdenoCA 5923 5 | Biliary-AdenoCA 12411 6 | Biliary-AdenoCA 3456 7 | Biliary-AdenoCA 11307 8 | Biliary-AdenoCA 6562 9 | Biliary-AdenoCA 9968 10 | Biliary-AdenoCA 13310 11 | Biliary-AdenoCA 12874 12 | Biliary-AdenoCA 13809 13 | Biliary-AdenoCA 12838 14 | Biliary-AdenoCA 3499 15 | Biliary-AdenoCA 8684 16 | Biliary-AdenoCA 16421 17 | Biliary-AdenoCA 1638 18 | Biliary-AdenoCA 9764 19 | Biliary-AdenoCA 3820 20 | Biliary-AdenoCA 5819 21 | Biliary-AdenoCA 8146 22 | Biliary-AdenoCA 1481 23 | Biliary-AdenoCA 3583 24 | Biliary-AdenoCA 206529 25 | Biliary-AdenoCA 9914 26 | Biliary-AdenoCA 2681 27 | Biliary-AdenoCA 3914 28 | Biliary-AdenoCA 3781 29 | Biliary-AdenoCA 3832 30 | Biliary-AdenoCA 2503 31 | Biliary-AdenoCA 8962 32 | Biliary-AdenoCA 10105 33 | Biliary-AdenoCA 5457 34 | Biliary-AdenoCA 1628 35 | Biliary-AdenoCA 3449 36 | Biliary-AdenoCA 18009 37 | Bladder-TCC 15354 38 | Bladder-TCC 25212 39 | Bladder-TCC 31114 40 | Bladder-TCC 36432 41 | Bladder-TCC 34116 42 | Bladder-TCC 20222 43 | Bladder-TCC 18936 44 | Bladder-TCC 9910 45 | Bladder-TCC 12531 46 | Bladder-TCC 8970 47 | Bladder-TCC 19689 48 | Bladder-TCC 59185 49 | Bladder-TCC 12575 50 | Bladder-TCC 13451 51 | Bladder-TCC 14030 52 | Bladder-TCC 51896 53 | Bladder-TCC 3451 54 | Bladder-TCC 38004 55 | Bladder-TCC 13331 56 | Bladder-TCC 34842 57 | Bladder-TCC 10131 58 | Bladder-TCC 9621 59 | Bladder-TCC 12007 60 | Bone-Benign 1627 61 | Bone-Benign 670 62 | Bone-Benign 773 63 | Bone-Benign 628 64 | Bone-Benign 842 65 | Bone-Benign 361 66 | Bone-Benign 631 67 | Bone-Benign 372 68 | Bone-Benign 880 69 | Bone-Benign 1062 70 | Bone-Benign 737 71 | Bone-Benign 1009 72 | Bone-Benign 117 73 | Bone-Benign 381 74 | Bone-Benign 181 75 | Bone-Benign 80 76 | Bone-Epith 2810 77 | Bone-Epith 5556 78 | Bone-Epith 2561 79 | Bone-Epith 1776 80 | Bone-Epith 3740 81 | Bone-Epith 1742 82 | Bone-Epith 1547 83 | Bone-Epith 1809 84 | Bone-Epith 2665 85 | Bone-Epith 1130 86 | Bone-Epith 786 87 | Bone-Osteosarc 1900 88 | Bone-Osteosarc 4661 89 | Bone-Osteosarc 2521 90 | Bone-Osteosarc 7394 91 | Bone-Osteosarc 1288 92 | Bone-Osteosarc 5862 93 | Bone-Osteosarc 2011 94 | Bone-Osteosarc 9510 95 | Bone-Osteosarc 4766 96 | Bone-Osteosarc 3725 97 | Bone-Osteosarc 3675 98 | Bone-Osteosarc 5032 99 | Bone-Osteosarc 9231 100 | Bone-Osteosarc 2729 101 | Bone-Osteosarc 1133 102 | Bone-Osteosarc 2475 103 | Bone-Osteosarc 2927 104 | Bone-Osteosarc 5163 105 | Bone-Osteosarc 1195 106 | Bone-Osteosarc 3620 107 | Bone-Osteosarc 1785 108 | Bone-Osteosarc 2367 109 | Bone-Osteosarc 6132 110 | Bone-Osteosarc 14101 111 | Bone-Osteosarc 2505 112 | Bone-Osteosarc 1582 113 | Bone-Osteosarc 6735 114 | Bone-Osteosarc 5057 115 | Bone-Osteosarc 5883 116 | Bone-Osteosarc 2939 117 | Bone-Osteosarc 6217 118 | Bone-Osteosarc 9052 119 | Bone-Osteosarc 6988 120 | Bone-Osteosarc 2588 121 | Bone-Osteosarc 4463 122 | Bone-Osteosarc 1752 123 | Bone-Osteosarc 3083 124 | Bone-Osteosarc 414 125 | Breast-AdenoCA 1929 126 | Breast-AdenoCA 2500 127 | Breast-AdenoCA 11020 128 | Breast-AdenoCA 2117 129 | Breast-AdenoCA 2538 130 | Breast-AdenoCA 3967 131 | Breast-AdenoCA 1493 132 | Breast-AdenoCA 1843 133 | Breast-AdenoCA 2707 134 | Breast-AdenoCA 55654 135 | Breast-AdenoCA 2300 136 | Breast-AdenoCA 2998 137 | Breast-AdenoCA 3169 138 | Breast-AdenoCA 4655 139 | Breast-AdenoCA 6879 140 | Breast-AdenoCA 1961 141 | Breast-AdenoCA 2240 142 | Breast-AdenoCA 9242 143 | Breast-AdenoCA 1255 144 | Breast-AdenoCA 1892 145 | Breast-AdenoCA 1203 146 | Breast-AdenoCA 1712 147 | Breast-AdenoCA 1942 148 | Breast-AdenoCA 1673 149 | Breast-AdenoCA 3289 150 | Breast-AdenoCA 1785 151 | Breast-AdenoCA 2546 152 | Breast-AdenoCA 5791 153 | Breast-AdenoCA 2850 154 | Breast-AdenoCA 2055 155 | Breast-AdenoCA 2062 156 | Breast-AdenoCA 1500 157 | Breast-AdenoCA 5449 158 | Breast-AdenoCA 3107 159 | Breast-AdenoCA 7599 160 | Breast-AdenoCA 1775 161 | Breast-AdenoCA 12716 162 | Breast-AdenoCA 2405 163 | Breast-AdenoCA 2028 164 | Breast-AdenoCA 4363 165 | Breast-AdenoCA 7616 166 | Breast-AdenoCA 2951 167 | Breast-AdenoCA 6676 168 | Breast-AdenoCA 1742 169 | Breast-AdenoCA 23237 170 | Breast-AdenoCA 9003 171 | Breast-AdenoCA 8476 172 | Breast-AdenoCA 3547 173 | Breast-AdenoCA 1863 174 | Breast-AdenoCA 36115 175 | Breast-AdenoCA 2998 176 | Breast-AdenoCA 2310 177 | Breast-AdenoCA 1993 178 | Breast-AdenoCA 1335 179 | Breast-AdenoCA 1484 180 | Breast-AdenoCA 1621 181 | Breast-AdenoCA 5903 182 | Breast-AdenoCA 8178 183 | Breast-AdenoCA 5730 184 | Breast-AdenoCA 5234 185 | Breast-AdenoCA 3650 186 | Breast-AdenoCA 4439 187 | Breast-AdenoCA 2046 188 | Breast-AdenoCA 2845 189 | Breast-AdenoCA 2303 190 | Breast-AdenoCA 2643 191 | Breast-AdenoCA 9804 192 | Breast-AdenoCA 8646 193 | Breast-AdenoCA 4167 194 | Breast-AdenoCA 2867 195 | Breast-AdenoCA 2628 196 | Breast-AdenoCA 65065 197 | Breast-AdenoCA 10361 198 | Breast-AdenoCA 6115 199 | Breast-AdenoCA 5909 200 | Breast-AdenoCA 12000 201 | Breast-AdenoCA 5122 202 | Breast-AdenoCA 6788 203 | Breast-AdenoCA 3327 204 | Breast-AdenoCA 2032 205 | Breast-AdenoCA 5938 206 | Breast-AdenoCA 8974 207 | Breast-AdenoCA 10328 208 | Breast-AdenoCA 5746 209 | Breast-AdenoCA 4916 210 | Breast-AdenoCA 7174 211 | Breast-AdenoCA 11161 212 | Breast-AdenoCA 2493 213 | Breast-AdenoCA 2108 214 | Breast-AdenoCA 9847 215 | Breast-AdenoCA 5190 216 | Breast-AdenoCA 3266 217 | Breast-AdenoCA 4580 218 | Breast-AdenoCA 10544 219 | Breast-AdenoCA 6647 220 | Breast-AdenoCA 4623 221 | Breast-AdenoCA 9037 222 | Breast-AdenoCA 6442 223 | Breast-AdenoCA 9946 224 | Breast-AdenoCA 2899 225 | Breast-AdenoCA 6379 226 | Breast-AdenoCA 7871 227 | Breast-AdenoCA 6730 228 | Breast-AdenoCA 10048 229 | Breast-AdenoCA 2670 230 | Breast-AdenoCA 8434 231 | Breast-AdenoCA 3930 232 | Breast-AdenoCA 2883 233 | Breast-AdenoCA 7376 234 | Breast-AdenoCA 9227 235 | Breast-AdenoCA 11559 236 | Breast-AdenoCA 8813 237 | Breast-AdenoCA 5097 238 | Breast-AdenoCA 21978 239 | Breast-AdenoCA 18803 240 | Breast-AdenoCA 9473 241 | Breast-AdenoCA 8909 242 | Breast-AdenoCA 2445 243 | Breast-AdenoCA 1735 244 | Breast-AdenoCA 4223 245 | Breast-AdenoCA 5441 246 | Breast-AdenoCA 25730 247 | Breast-AdenoCA 13369 248 | Breast-AdenoCA 8206 249 | Breast-AdenoCA 5890 250 | Breast-AdenoCA 7566 251 | Breast-AdenoCA 2186 252 | Breast-AdenoCA 4192 253 | Breast-AdenoCA 4253 254 | Breast-AdenoCA 4541 255 | Breast-AdenoCA 2037 256 | Breast-AdenoCA 1237 257 | Breast-AdenoCA 9084 258 | Breast-AdenoCA 5341 259 | Breast-AdenoCA 8572 260 | Breast-AdenoCA 3972 261 | Breast-AdenoCA 3200 262 | Breast-AdenoCA 5989 263 | Breast-AdenoCA 9305 264 | Breast-AdenoCA 5450 265 | Breast-AdenoCA 4489 266 | Breast-AdenoCA 2320 267 | Breast-AdenoCA 1956 268 | Breast-AdenoCA 6818 269 | Breast-AdenoCA 16453 270 | Breast-AdenoCA 12274 271 | Breast-AdenoCA 4271 272 | Breast-AdenoCA 8066 273 | Breast-AdenoCA 2054 274 | Breast-AdenoCA 11794 275 | Breast-AdenoCA 8785 276 | Breast-AdenoCA 3600 277 | Breast-AdenoCA 3585 278 | Breast-AdenoCA 3847 279 | Breast-AdenoCA 8393 280 | Breast-AdenoCA 8690 281 | Breast-AdenoCA 9916 282 | Breast-AdenoCA 14273 283 | Breast-AdenoCA 9312 284 | Breast-AdenoCA 3122 285 | Breast-AdenoCA 7388 286 | Breast-AdenoCA 4439 287 | Breast-AdenoCA 14769 288 | Breast-AdenoCA 15024 289 | Breast-AdenoCA 3890 290 | Breast-AdenoCA 15804 291 | Breast-AdenoCA 4520 292 | Breast-AdenoCA 11119 293 | Breast-AdenoCA 11830 294 | Breast-AdenoCA 2041 295 | Breast-AdenoCA 3646 296 | Breast-AdenoCA 10077 297 | Breast-AdenoCA 8446 298 | Breast-AdenoCA 4571 299 | Breast-AdenoCA 3445 300 | Breast-AdenoCA 7844 301 | Breast-AdenoCA 6857 302 | Breast-AdenoCA 11946 303 | Breast-AdenoCA 14761 304 | Breast-AdenoCA 3175 305 | Breast-AdenoCA 21520 306 | Breast-AdenoCA 31634 307 | Breast-AdenoCA 6243 308 | Breast-AdenoCA 4452 309 | Breast-AdenoCA 2342 310 | Breast-AdenoCA 2800 311 | Breast-AdenoCA 3654 312 | Breast-AdenoCA 18109 313 | Breast-AdenoCA 2791 314 | Breast-AdenoCA 8351 315 | Breast-AdenoCA 3846 316 | Breast-AdenoCA 5004 317 | Breast-AdenoCA 10898 318 | Breast-AdenoCA 10286 319 | Breast-AdenoCA 9593 320 | Breast-AdenoCA 13609 321 | Breast-AdenoCA 7809 322 | Breast-AdenoCA 23022 323 | Breast-DCIS 2114 324 | Breast-DCIS 1768 325 | Breast-DCIS 2133 326 | Breast-LobularCA 2114 327 | Breast-LobularCA 2903 328 | Breast-LobularCA 2440 329 | Breast-LobularCA 10260 330 | Breast-LobularCA 1478 331 | Breast-LobularCA 1803 332 | Breast-LobularCA 1770 333 | Breast-LobularCA 3003 334 | Breast-LobularCA 5074 335 | Breast-LobularCA 3301 336 | Breast-LobularCA 16288 337 | Breast-LobularCA 43929 338 | Breast-LobularCA 2637 339 | CNS-GBM 7719 340 | CNS-GBM 7280 341 | CNS-GBM 6750 342 | CNS-GBM 3247 343 | CNS-GBM 6661 344 | CNS-GBM 7952 345 | CNS-GBM 1746 346 | CNS-GBM 8102 347 | CNS-GBM 4420 348 | CNS-GBM 6948 349 | CNS-GBM 8189 350 | CNS-GBM 5511 351 | CNS-GBM 6940 352 | CNS-GBM 6069 353 | CNS-GBM 4918 354 | CNS-GBM 10957 355 | CNS-GBM 8219 356 | CNS-GBM 11161 357 | CNS-GBM 8484 358 | CNS-GBM 8703 359 | CNS-GBM 8425 360 | CNS-GBM 8621 361 | CNS-GBM 3530 362 | CNS-GBM 10609 363 | CNS-GBM 10020 364 | CNS-GBM 5062 365 | CNS-GBM 5699 366 | CNS-GBM 3100 367 | CNS-GBM 4171 368 | CNS-GBM 5215 369 | CNS-GBM 4957 370 | CNS-GBM 7792 371 | CNS-GBM 6028 372 | CNS-GBM 11997 373 | CNS-GBM 6148 374 | CNS-GBM 7243 375 | CNS-GBM 7153 376 | CNS-GBM 6813 377 | CNS-GBM 11281 378 | CNS-GBM 245043 379 | CNS-GBM 4957 380 | CNS-Medullo 308 381 | CNS-Medullo 1507 382 | CNS-Medullo 4051 383 | CNS-Medullo 2510 384 | CNS-Medullo 1938 385 | CNS-Medullo 653 386 | CNS-Medullo 1729 387 | CNS-Medullo 1349 388 | CNS-Medullo 1436 389 | CNS-Medullo 1119 390 | CNS-Medullo 2850 391 | CNS-Medullo 2484 392 | CNS-Medullo 1496 393 | CNS-Medullo 438 394 | CNS-Medullo 2260 395 | CNS-Medullo 572 396 | CNS-Medullo 706 397 | CNS-Medullo 938 398 | CNS-Medullo 1151 399 | CNS-Medullo 503 400 | CNS-Medullo 443 401 | CNS-Medullo 1603 402 | CNS-Medullo 1112 403 | CNS-Medullo 533 404 | CNS-Medullo 1303 405 | CNS-Medullo 769 406 | CNS-Medullo 1428 407 | CNS-Medullo 605 408 | CNS-Medullo 1755 409 | CNS-Medullo 3063 410 | CNS-Medullo 838 411 | CNS-Medullo 717 412 | CNS-Medullo 118 413 | CNS-Medullo 1509 414 | CNS-Medullo 1049 415 | CNS-Medullo 1941 416 | CNS-Medullo 770 417 | CNS-Medullo 970 418 | CNS-Medullo 2655 419 | CNS-Medullo 1124 420 | CNS-Medullo 433 421 | CNS-Medullo 337 422 | CNS-Medullo 1272 423 | CNS-Medullo 928 424 | CNS-Medullo 5132 425 | CNS-Medullo 1289 426 | CNS-Medullo 537 427 | CNS-Medullo 604 428 | CNS-Medullo 1143 429 | CNS-Medullo 596 430 | CNS-Medullo 735 431 | CNS-Medullo 1577 432 | CNS-Medullo 1551 433 | CNS-Medullo 292 434 | CNS-Medullo 2317 435 | CNS-Medullo 1686 436 | CNS-Medullo 1140 437 | CNS-Medullo 1548 438 | CNS-Medullo 1242 439 | CNS-Medullo 2732 440 | CNS-Medullo 772 441 | CNS-Medullo 656 442 | CNS-Medullo 3323 443 | CNS-Medullo 2601 444 | CNS-Medullo 1032 445 | CNS-Medullo 2676 446 | CNS-Medullo 1748 447 | CNS-Medullo 1109 448 | CNS-Medullo 786 449 | CNS-Medullo 621 450 | CNS-Medullo 988 451 | CNS-Medullo 1116 452 | CNS-Medullo 402 453 | CNS-Medullo 1078 454 | CNS-Medullo 729 455 | CNS-Medullo 417 456 | CNS-Medullo 952 457 | CNS-Medullo 348 458 | CNS-Medullo 974 459 | CNS-Medullo 790 460 | CNS-Medullo 2273 461 | CNS-Medullo 638 462 | CNS-Medullo 774 463 | CNS-Medullo 3192 464 | CNS-Medullo 4180 465 | CNS-Medullo 707 466 | CNS-Medullo 1631 467 | CNS-Medullo 323 468 | CNS-Medullo 2506 469 | CNS-Medullo 3555 470 | CNS-Medullo 2430 471 | CNS-Medullo 5402 472 | CNS-Medullo 2153 473 | CNS-Medullo 897 474 | CNS-Medullo 84 475 | CNS-Medullo 425 476 | CNS-Medullo 1164 477 | CNS-Medullo 588 478 | CNS-Medullo 1005 479 | CNS-Medullo 2182 480 | CNS-Medullo 1155 481 | CNS-Medullo 885 482 | CNS-Medullo 4179 483 | CNS-Medullo 2232 484 | CNS-Medullo 3722 485 | CNS-Medullo 1990 486 | CNS-Medullo 1752 487 | CNS-Medullo 1170 488 | CNS-Medullo 4417 489 | CNS-Medullo 1271 490 | CNS-Medullo 235 491 | CNS-Medullo 3526 492 | CNS-Medullo 1870 493 | CNS-Medullo 379 494 | CNS-Medullo 1389 495 | CNS-Medullo 376 496 | CNS-Medullo 1973 497 | CNS-Medullo 1968 498 | CNS-Medullo 1254 499 | CNS-Medullo 1164 500 | CNS-Medullo 498 501 | CNS-Medullo 1723 502 | CNS-Medullo 217 503 | CNS-Medullo 1167 504 | CNS-Medullo 920 505 | CNS-Medullo 2095 506 | CNS-Medullo 1099 507 | CNS-Medullo 866 508 | CNS-Medullo 576 509 | CNS-Medullo 2127 510 | CNS-Medullo 4301 511 | CNS-Medullo 1175 512 | CNS-Medullo 347 513 | CNS-Medullo 421 514 | CNS-Medullo 1401 515 | CNS-Medullo 1933 516 | CNS-Medullo 1620 517 | CNS-Medullo 676 518 | CNS-Medullo 944 519 | CNS-Medullo 925 520 | CNS-Medullo 1452 521 | CNS-Medullo 2739 522 | CNS-Medullo 216 523 | CNS-Medullo 843 524 | CNS-Medullo 1732 525 | CNS-Medullo 456 526 | CNS-Oligo 2536 527 | CNS-Oligo 3235 528 | CNS-Oligo 2334 529 | CNS-Oligo 5434 530 | CNS-Oligo 1881 531 | CNS-Oligo 1657 532 | CNS-Oligo 429 533 | CNS-Oligo 4135 534 | CNS-Oligo 1537 535 | CNS-Oligo 1142 536 | CNS-Oligo 2652 537 | CNS-Oligo 6177 538 | CNS-Oligo 2800 539 | CNS-Oligo 2206 540 | CNS-Oligo 2923 541 | CNS-Oligo 2139 542 | CNS-Oligo 2820 543 | CNS-Oligo 2157 544 | CNS-PiloAstro 104 545 | CNS-PiloAstro 219 546 | CNS-PiloAstro 86 547 | CNS-PiloAstro 281 548 | CNS-PiloAstro 198 549 | CNS-PiloAstro 94 550 | CNS-PiloAstro 145 551 | CNS-PiloAstro 128 552 | CNS-PiloAstro 101 553 | CNS-PiloAstro 286 554 | CNS-PiloAstro 161 555 | CNS-PiloAstro 478 556 | CNS-PiloAstro 288 557 | CNS-PiloAstro 163 558 | CNS-PiloAstro 707 559 | CNS-PiloAstro 99 560 | CNS-PiloAstro 383 561 | CNS-PiloAstro 129 562 | CNS-PiloAstro 260 563 | CNS-PiloAstro 126 564 | CNS-PiloAstro 90 565 | CNS-PiloAstro 159 566 | CNS-PiloAstro 702 567 | CNS-PiloAstro 104 568 | CNS-PiloAstro 107 569 | CNS-PiloAstro 118 570 | CNS-PiloAstro 266 571 | CNS-PiloAstro 122 572 | CNS-PiloAstro 95 573 | CNS-PiloAstro 77 574 | CNS-PiloAstro 222 575 | CNS-PiloAstro 57 576 | CNS-PiloAstro 109 577 | CNS-PiloAstro 58 578 | CNS-PiloAstro 180 579 | CNS-PiloAstro 428 580 | CNS-PiloAstro 84 581 | CNS-PiloAstro 67 582 | CNS-PiloAstro 88 583 | CNS-PiloAstro 487 584 | CNS-PiloAstro 131 585 | CNS-PiloAstro 186 586 | CNS-PiloAstro 1278 587 | CNS-PiloAstro 164 588 | CNS-PiloAstro 95 589 | CNS-PiloAstro 137 590 | CNS-PiloAstro 120 591 | CNS-PiloAstro 240 592 | CNS-PiloAstro 118 593 | CNS-PiloAstro 182 594 | CNS-PiloAstro 364 595 | CNS-PiloAstro 344 596 | CNS-PiloAstro 195 597 | CNS-PiloAstro 172 598 | CNS-PiloAstro 1113 599 | CNS-PiloAstro 509 600 | CNS-PiloAstro 197 601 | CNS-PiloAstro 121 602 | CNS-PiloAstro 135 603 | CNS-PiloAstro 364 604 | CNS-PiloAstro 204 605 | CNS-PiloAstro 229 606 | CNS-PiloAstro 262 607 | CNS-PiloAstro 169 608 | CNS-PiloAstro 372 609 | CNS-PiloAstro 195 610 | CNS-PiloAstro 225 611 | CNS-PiloAstro 136 612 | CNS-PiloAstro 40 613 | CNS-PiloAstro 146 614 | CNS-PiloAstro 90 615 | CNS-PiloAstro 358 616 | CNS-PiloAstro 235 617 | CNS-PiloAstro 318 618 | CNS-PiloAstro 514 619 | CNS-PiloAstro 453 620 | CNS-PiloAstro 107 621 | CNS-PiloAstro 137 622 | CNS-PiloAstro 1016 623 | CNS-PiloAstro 512 624 | CNS-PiloAstro 319 625 | CNS-PiloAstro 462 626 | CNS-PiloAstro 90 627 | CNS-PiloAstro 126 628 | CNS-PiloAstro 129 629 | CNS-PiloAstro 96 630 | CNS-PiloAstro 400 631 | CNS-PiloAstro 101 632 | CNS-PiloAstro 358 633 | Cervix-AdenoCA 2855 634 | Cervix-AdenoCA 5299 635 | Cervix-SCC 9998 636 | Cervix-SCC 7641 637 | Cervix-SCC 6375 638 | Cervix-SCC 2289 639 | Cervix-SCC 3781 640 | Cervix-SCC 4910 641 | Cervix-SCC 8458 642 | Cervix-SCC 13400 643 | Cervix-SCC 4244 644 | Cervix-SCC 6857 645 | Cervix-SCC 8756 646 | Cervix-SCC 8787 647 | Cervix-SCC 3090 648 | Cervix-SCC 4466 649 | Cervix-SCC 3271 650 | Cervix-SCC 3938 651 | Cervix-SCC 7319 652 | Cervix-SCC 6638 653 | ColoRect-AdenoCA 108227 654 | ColoRect-AdenoCA 124362 655 | ColoRect-AdenoCA 81348 656 | ColoRect-AdenoCA 113975 657 | ColoRect-AdenoCA 10808 658 | ColoRect-AdenoCA 88434 659 | ColoRect-AdenoCA 97478 660 | ColoRect-AdenoCA 807487 661 | ColoRect-AdenoCA 234231 662 | ColoRect-AdenoCA 6924 663 | ColoRect-AdenoCA 94904 664 | ColoRect-AdenoCA 24074 665 | ColoRect-AdenoCA 849282 666 | ColoRect-AdenoCA 9387 667 | ColoRect-AdenoCA 259867 668 | ColoRect-AdenoCA 11405 669 | ColoRect-AdenoCA 2432617 670 | ColoRect-AdenoCA 17029 671 | ColoRect-AdenoCA 18545 672 | ColoRect-AdenoCA 21602 673 | ColoRect-AdenoCA 161139 674 | ColoRect-AdenoCA 19282 675 | ColoRect-AdenoCA 19275 676 | ColoRect-AdenoCA 18961 677 | ColoRect-AdenoCA 30148 678 | ColoRect-AdenoCA 24571 679 | ColoRect-AdenoCA 12261 680 | ColoRect-AdenoCA 793040 681 | ColoRect-AdenoCA 13416 682 | ColoRect-AdenoCA 10570 683 | ColoRect-AdenoCA 12445 684 | ColoRect-AdenoCA 960813 685 | ColoRect-AdenoCA 18203 686 | ColoRect-AdenoCA 12380 687 | ColoRect-AdenoCA 6901 688 | ColoRect-AdenoCA 13349 689 | ColoRect-AdenoCA 17292 690 | ColoRect-AdenoCA 9762 691 | ColoRect-AdenoCA 12560 692 | ColoRect-AdenoCA 11388 693 | ColoRect-AdenoCA 14814 694 | ColoRect-AdenoCA 18261 695 | ColoRect-AdenoCA 17638 696 | ColoRect-AdenoCA 11448 697 | ColoRect-AdenoCA 26787 698 | ColoRect-AdenoCA 17201 699 | ColoRect-AdenoCA 15203 700 | ColoRect-AdenoCA 2426469 701 | ColoRect-AdenoCA 14969 702 | ColoRect-AdenoCA 19082 703 | ColoRect-AdenoCA 11513 704 | ColoRect-AdenoCA 9100 705 | ColoRect-AdenoCA 26767 706 | ColoRect-AdenoCA 20273 707 | ColoRect-AdenoCA 13617 708 | ColoRect-AdenoCA 11208 709 | ColoRect-AdenoCA 7664 710 | ColoRect-AdenoCA 7538 711 | ColoRect-AdenoCA 9346 712 | ColoRect-AdenoCA 20606 713 | Eso-AdenoCA 14784 714 | Eso-AdenoCA 30694 715 | Eso-AdenoCA 10026 716 | Eso-AdenoCA 41084 717 | Eso-AdenoCA 16565 718 | Eso-AdenoCA 61 719 | Eso-AdenoCA 63983 720 | Eso-AdenoCA 25128 721 | Eso-AdenoCA 10831 722 | Eso-AdenoCA 14514 723 | Eso-AdenoCA 7241 724 | Eso-AdenoCA 5988 725 | Eso-AdenoCA 43706 726 | Eso-AdenoCA 13547 727 | Eso-AdenoCA 79659 728 | Eso-AdenoCA 26764 729 | Eso-AdenoCA 21542 730 | Eso-AdenoCA 32227 731 | Eso-AdenoCA 8492 732 | Eso-AdenoCA 34998 733 | Eso-AdenoCA 18024 734 | Eso-AdenoCA 13451 735 | Eso-AdenoCA 28771 736 | Eso-AdenoCA 10574 737 | Eso-AdenoCA 3304 738 | Eso-AdenoCA 11574 739 | Eso-AdenoCA 33976 740 | Eso-AdenoCA 23584 741 | Eso-AdenoCA 24056 742 | Eso-AdenoCA 42572 743 | Eso-AdenoCA 46789 744 | Eso-AdenoCA 39884 745 | Eso-AdenoCA 19321 746 | Eso-AdenoCA 19056 747 | Eso-AdenoCA 32123 748 | Eso-AdenoCA 40474 749 | Eso-AdenoCA 17809 750 | Eso-AdenoCA 79140 751 | Eso-AdenoCA 55751 752 | Eso-AdenoCA 20549 753 | Eso-AdenoCA 16911 754 | Eso-AdenoCA 38645 755 | Eso-AdenoCA 9288 756 | Eso-AdenoCA 8214 757 | Eso-AdenoCA 13527 758 | Eso-AdenoCA 21883 759 | Eso-AdenoCA 17840 760 | Eso-AdenoCA 74471 761 | Eso-AdenoCA 21386 762 | Eso-AdenoCA 45635 763 | Eso-AdenoCA 29357 764 | Eso-AdenoCA 45224 765 | Eso-AdenoCA 27205 766 | Eso-AdenoCA 31083 767 | Eso-AdenoCA 41287 768 | Eso-AdenoCA 13555 769 | Eso-AdenoCA 24806 770 | Eso-AdenoCA 13888 771 | Eso-AdenoCA 6454 772 | Eso-AdenoCA 18368 773 | Eso-AdenoCA 17292 774 | Eso-AdenoCA 59462 775 | Eso-AdenoCA 6748 776 | Eso-AdenoCA 34344 777 | Eso-AdenoCA 25699 778 | Eso-AdenoCA 105594 779 | Eso-AdenoCA 14664 780 | Eso-AdenoCA 15085 781 | Eso-AdenoCA 17630 782 | Eso-AdenoCA 38605 783 | Eso-AdenoCA 54578 784 | Eso-AdenoCA 9699 785 | Eso-AdenoCA 22661 786 | Eso-AdenoCA 10946 787 | Eso-AdenoCA 18697 788 | Eso-AdenoCA 6229 789 | Eso-AdenoCA 123973 790 | Eso-AdenoCA 24691 791 | Eso-AdenoCA 24979 792 | Eso-AdenoCA 10434 793 | Eso-AdenoCA 24806 794 | Eso-AdenoCA 22519 795 | Eso-AdenoCA 24073 796 | Eso-AdenoCA 57609 797 | Eso-AdenoCA 28980 798 | Eso-AdenoCA 11300 799 | Eso-AdenoCA 14619 800 | Eso-AdenoCA 33869 801 | Eso-AdenoCA 19584 802 | Eso-AdenoCA 36152 803 | Eso-AdenoCA 10789 804 | Eso-AdenoCA 29441 805 | Eso-AdenoCA 20114 806 | Eso-AdenoCA 39606 807 | Eso-AdenoCA 11311 808 | Eso-AdenoCA 35397 809 | Eso-AdenoCA 27106 810 | Eso-AdenoCA 19353 811 | Head-SCC 26983 812 | Head-SCC 3021 813 | Head-SCC 12512 814 | Head-SCC 5556 815 | Head-SCC 8814 816 | Head-SCC 16693 817 | Head-SCC 9476 818 | Head-SCC 13193 819 | Head-SCC 16896 820 | Head-SCC 49681 821 | Head-SCC 3390 822 | Head-SCC 87623 823 | Head-SCC 27225 824 | Head-SCC 30658 825 | Head-SCC 43025 826 | Head-SCC 12900 827 | Head-SCC 5051 828 | Head-SCC 3950 829 | Head-SCC 7187 830 | Head-SCC 5903 831 | Head-SCC 17995 832 | Head-SCC 14138 833 | Head-SCC 4627 834 | Head-SCC 52507 835 | Head-SCC 7544 836 | Head-SCC 16812 837 | Head-SCC 5849 838 | Head-SCC 21859 839 | Head-SCC 4142 840 | Head-SCC 8798 841 | Head-SCC 3037 842 | Head-SCC 523 843 | Head-SCC 12989 844 | Head-SCC 24415 845 | Head-SCC 22002 846 | Head-SCC 5155 847 | Head-SCC 5198 848 | Head-SCC 13164 849 | Head-SCC 49453 850 | Head-SCC 63185 851 | Head-SCC 31795 852 | Head-SCC 3124 853 | Head-SCC 7213 854 | Head-SCC 2866 855 | Head-SCC 7009 856 | Head-SCC 9006 857 | Head-SCC 13257 858 | Head-SCC 2892 859 | Head-SCC 780 860 | Head-SCC 6406 861 | Head-SCC 10635 862 | Head-SCC 3760 863 | Head-SCC 4544 864 | Head-SCC 5773 865 | Head-SCC 15087 866 | Head-SCC 23837 867 | Head-SCC 12468 868 | Kidney-ChRCC 40498 869 | Kidney-ChRCC 1669 870 | Kidney-ChRCC 10017 871 | Kidney-ChRCC 2052 872 | Kidney-ChRCC 1681 873 | Kidney-ChRCC 2210 874 | Kidney-ChRCC 2007 875 | Kidney-ChRCC 1898 876 | Kidney-ChRCC 1967 877 | Kidney-ChRCC 882 878 | Kidney-ChRCC 1768 879 | Kidney-ChRCC 1225 880 | Kidney-ChRCC 1775 881 | Kidney-ChRCC 1493 882 | Kidney-ChRCC 979 883 | Kidney-ChRCC 1799 884 | Kidney-ChRCC 948 885 | Kidney-ChRCC 1618 886 | Kidney-ChRCC 1957 887 | Kidney-ChRCC 1981 888 | Kidney-ChRCC 897 889 | Kidney-ChRCC 3452 890 | Kidney-ChRCC 1114 891 | Kidney-ChRCC 839 892 | Kidney-ChRCC 1255 893 | Kidney-ChRCC 1671 894 | Kidney-ChRCC 587 895 | Kidney-ChRCC 1457 896 | Kidney-ChRCC 1722 897 | Kidney-ChRCC 1693 898 | Kidney-ChRCC 2519 899 | Kidney-ChRCC 1811 900 | Kidney-ChRCC 1298 901 | Kidney-ChRCC 2154 902 | Kidney-ChRCC 2687 903 | Kidney-ChRCC 1055 904 | Kidney-ChRCC 1071 905 | Kidney-ChRCC 1550 906 | Kidney-ChRCC 922 907 | Kidney-ChRCC 869 908 | Kidney-ChRCC 996 909 | Kidney-ChRCC 1547 910 | Kidney-ChRCC 3136 911 | Kidney-ChRCC 1496 912 | Kidney-ChRCC 2290 913 | Kidney-RCC 1625 914 | Kidney-RCC 5155 915 | Kidney-RCC 4226 916 | Kidney-RCC 3899 917 | Kidney-RCC 7162 918 | Kidney-RCC 4093 919 | Kidney-RCC 5336 920 | Kidney-RCC 4903 921 | Kidney-RCC 6770 922 | Kidney-RCC 4241 923 | Kidney-RCC 3691 924 | Kidney-RCC 8219 925 | Kidney-RCC 6177 926 | Kidney-RCC 6495 927 | Kidney-RCC 6910 928 | Kidney-RCC 7775 929 | Kidney-RCC 3362 930 | Kidney-RCC 3106 931 | Kidney-RCC 2982 932 | Kidney-RCC 5645 933 | Kidney-RCC 3913 934 | Kidney-RCC 4572 935 | Kidney-RCC 3922 936 | Kidney-RCC 3818 937 | Kidney-RCC 6968 938 | Kidney-RCC 4300 939 | Kidney-RCC 5527 940 | Kidney-RCC 6784 941 | Kidney-RCC 8695 942 | Kidney-RCC 6580 943 | Kidney-RCC 5557 944 | Kidney-RCC 4808 945 | Kidney-RCC 4778 946 | Kidney-RCC 6876 947 | Kidney-RCC 3855 948 | Kidney-RCC 3203 949 | Kidney-RCC 7609 950 | Kidney-RCC 3740 951 | Kidney-RCC 3897 952 | Kidney-RCC 4325 953 | Kidney-RCC 7222 954 | Kidney-RCC 5345 955 | Kidney-RCC 6669 956 | Kidney-RCC 7277 957 | Kidney-RCC 6341 958 | Kidney-RCC 6229 959 | Kidney-RCC 4307 960 | Kidney-RCC 7628 961 | Kidney-RCC 3165 962 | Kidney-RCC 4969 963 | Kidney-RCC 3165 964 | Kidney-RCC 5461 965 | Kidney-RCC 10282 966 | Kidney-RCC 7042 967 | Kidney-RCC 5153 968 | Kidney-RCC 5015 969 | Kidney-RCC 7905 970 | Kidney-RCC 6970 971 | Kidney-RCC 3637 972 | Kidney-RCC 1854 973 | Kidney-RCC 3570 974 | Kidney-RCC 5376 975 | Kidney-RCC 6872 976 | Kidney-RCC 2689 977 | Kidney-RCC 3713 978 | Kidney-RCC 5383 979 | Kidney-RCC 4418 980 | Kidney-RCC 2330 981 | Kidney-RCC 7399 982 | Kidney-RCC 4781 983 | Kidney-RCC 5072 984 | Kidney-RCC 9259 985 | Kidney-RCC 7291 986 | Kidney-RCC 7527 987 | Kidney-RCC 6207 988 | Kidney-RCC 19269 989 | Kidney-RCC 4243 990 | Kidney-RCC 5217 991 | Kidney-RCC 4970 992 | Kidney-RCC 7556 993 | Kidney-RCC 6036 994 | Kidney-RCC 4369 995 | Kidney-RCC 3873 996 | Kidney-RCC 5931 997 | Kidney-RCC 27529 998 | Kidney-RCC 5375 999 | Kidney-RCC 4835 1000 | Kidney-RCC 4803 1001 | Kidney-RCC 2514 1002 | Kidney-RCC 4289 1003 | Kidney-RCC 5760 1004 | Kidney-RCC 6628 1005 | Kidney-RCC 12227 1006 | Kidney-RCC 4177 1007 | Kidney-RCC 8046 1008 | Kidney-RCC 9337 1009 | Kidney-RCC 10743 1010 | Kidney-RCC 4386 1011 | Kidney-RCC 7206 1012 | Kidney-RCC 35984 1013 | Kidney-RCC 5085 1014 | Kidney-RCC 3425 1015 | Kidney-RCC 2255 1016 | Kidney-RCC 8902 1017 | Kidney-RCC 6113 1018 | Kidney-RCC 3178 1019 | Kidney-RCC 4371 1020 | Kidney-RCC 4759 1021 | Kidney-RCC 6817 1022 | Kidney-RCC 8022 1023 | Kidney-RCC 4520 1024 | Kidney-RCC 7656 1025 | Kidney-RCC 2396 1026 | Kidney-RCC 5955 1027 | Kidney-RCC 5819 1028 | Kidney-RCC 5616 1029 | Kidney-RCC 7184 1030 | Kidney-RCC 4883 1031 | Kidney-RCC 7313 1032 | Kidney-RCC 6594 1033 | Kidney-RCC 19048 1034 | Kidney-RCC 7300 1035 | Kidney-RCC 1085 1036 | Kidney-RCC 5927 1037 | Kidney-RCC 28099 1038 | Kidney-RCC 7211 1039 | Kidney-RCC 3047 1040 | Kidney-RCC 6586 1041 | Kidney-RCC 10608 1042 | Kidney-RCC 9599 1043 | Kidney-RCC 4663 1044 | Kidney-RCC 3575 1045 | Kidney-RCC 3411 1046 | Kidney-RCC 4399 1047 | Kidney-RCC 7069 1048 | Kidney-RCC 7042 1049 | Kidney-RCC 3819 1050 | Kidney-RCC 6273 1051 | Kidney-RCC 2042 1052 | Kidney-RCC 3599 1053 | Kidney-RCC 8826 1054 | Kidney-RCC 5264 1055 | Kidney-RCC 8647 1056 | Kidney-RCC 3225 1057 | Liver-HCC 8082 1058 | Liver-HCC 8017 1059 | Liver-HCC 10359 1060 | Liver-HCC 36047 1061 | Liver-HCC 9874 1062 | Liver-HCC 9516 1063 | Liver-HCC 25473 1064 | Liver-HCC 11988 1065 | Liver-HCC 8863 1066 | Liver-HCC 7762 1067 | Liver-HCC 16674 1068 | Liver-HCC 9522 1069 | Liver-HCC 15440 1070 | Liver-HCC 15145 1071 | Liver-HCC 10826 1072 | Liver-HCC 7034 1073 | Liver-HCC 2747 1074 | Liver-HCC 10679 1075 | Liver-HCC 6568 1076 | Liver-HCC 3694 1077 | Liver-HCC 10880 1078 | Liver-HCC 13295 1079 | Liver-HCC 15647 1080 | Liver-HCC 12240 1081 | Liver-HCC 16532 1082 | Liver-HCC 3340 1083 | Liver-HCC 15414 1084 | Liver-HCC 7964 1085 | Liver-HCC 3504 1086 | Liver-HCC 8760 1087 | Liver-HCC 3847 1088 | Liver-HCC 12805 1089 | Liver-HCC 18974 1090 | Liver-HCC 11548 1091 | Liver-HCC 7718 1092 | Liver-HCC 18401 1093 | Liver-HCC 14491 1094 | Liver-HCC 2284 1095 | Liver-HCC 29881 1096 | Liver-HCC 19411 1097 | Liver-HCC 13554 1098 | Liver-HCC 23526 1099 | Liver-HCC 63686 1100 | Liver-HCC 10268 1101 | Liver-HCC 7288 1102 | Liver-HCC 4899 1103 | Liver-HCC 10780 1104 | Liver-HCC 3713 1105 | Liver-HCC 5625 1106 | Liver-HCC 17280 1107 | Liver-HCC 7848 1108 | Liver-HCC 6236 1109 | Liver-HCC 5432 1110 | Liver-HCC 10456 1111 | Liver-HCC 7637 1112 | Liver-HCC 8894 1113 | Liver-HCC 7342 1114 | Liver-HCC 8444 1115 | Liver-HCC 13751 1116 | Liver-HCC 7986 1117 | Liver-HCC 5869 1118 | Liver-HCC 14756 1119 | Liver-HCC 7571 1120 | Liver-HCC 5724 1121 | Liver-HCC 3496 1122 | Liver-HCC 13463 1123 | Liver-HCC 6321 1124 | Liver-HCC 11339 1125 | Liver-HCC 16637 1126 | Liver-HCC 10724 1127 | Liver-HCC 12659 1128 | Liver-HCC 16052 1129 | Liver-HCC 11222 1130 | Liver-HCC 3174 1131 | Liver-HCC 5683 1132 | Liver-HCC 13424 1133 | Liver-HCC 10211 1134 | Liver-HCC 5207 1135 | Liver-HCC 4900 1136 | Liver-HCC 11922 1137 | Liver-HCC 7095 1138 | Liver-HCC 10451 1139 | Liver-HCC 7944 1140 | Liver-HCC 18819 1141 | Liver-HCC 8377 1142 | Liver-HCC 9785 1143 | Liver-HCC 4035 1144 | Liver-HCC 17932 1145 | Liver-HCC 15937 1146 | Liver-HCC 16098 1147 | Liver-HCC 9664 1148 | Liver-HCC 13144 1149 | Liver-HCC 8247 1150 | Liver-HCC 10540 1151 | Liver-HCC 9430 1152 | Liver-HCC 20633 1153 | Liver-HCC 10931 1154 | Liver-HCC 13608 1155 | Liver-HCC 5822 1156 | Liver-HCC 8597 1157 | Liver-HCC 18703 1158 | Liver-HCC 3401 1159 | Liver-HCC 22909 1160 | Liver-HCC 12165 1161 | Liver-HCC 31855 1162 | Liver-HCC 5331 1163 | Liver-HCC 15047 1164 | Liver-HCC 14593 1165 | Liver-HCC 13404 1166 | Liver-HCC 4934 1167 | Liver-HCC 9263 1168 | Liver-HCC 7382 1169 | Liver-HCC 10764 1170 | Liver-HCC 9283 1171 | Liver-HCC 22272 1172 | Liver-HCC 9708 1173 | Liver-HCC 11691 1174 | Liver-HCC 4783 1175 | Liver-HCC 13710 1176 | Liver-HCC 695 1177 | Liver-HCC 16772 1178 | Liver-HCC 13763 1179 | Liver-HCC 8407 1180 | Liver-HCC 20128 1181 | Liver-HCC 21104 1182 | Liver-HCC 10940 1183 | Liver-HCC 21773 1184 | Liver-HCC 7595 1185 | Liver-HCC 13784 1186 | Liver-HCC 4709 1187 | Liver-HCC 12349 1188 | Liver-HCC 12548 1189 | Liver-HCC 8835 1190 | Liver-HCC 8165 1191 | Liver-HCC 13341 1192 | Liver-HCC 8939 1193 | Liver-HCC 14624 1194 | Liver-HCC 9844 1195 | Liver-HCC 9130 1196 | Liver-HCC 15182 1197 | Liver-HCC 5818 1198 | Liver-HCC 6479 1199 | Liver-HCC 20906 1200 | Liver-HCC 15494 1201 | Liver-HCC 10511 1202 | Liver-HCC 7639 1203 | Liver-HCC 9296 1204 | Liver-HCC 11607 1205 | Liver-HCC 10795 1206 | Liver-HCC 6699 1207 | Liver-HCC 7874 1208 | Liver-HCC 18488 1209 | Liver-HCC 19341 1210 | Liver-HCC 17708 1211 | Liver-HCC 5637 1212 | Liver-HCC 5361 1213 | Liver-HCC 16939 1214 | Liver-HCC 11846 1215 | Liver-HCC 18144 1216 | Liver-HCC 10067 1217 | Liver-HCC 13781 1218 | Liver-HCC 11775 1219 | Liver-HCC 21376 1220 | Liver-HCC 20613 1221 | Liver-HCC 22415 1222 | Liver-HCC 17238 1223 | Liver-HCC 14648 1224 | Liver-HCC 6318 1225 | Liver-HCC 12193 1226 | Liver-HCC 10575 1227 | Liver-HCC 6912 1228 | Liver-HCC 11888 1229 | Liver-HCC 11996 1230 | Liver-HCC 13155 1231 | Liver-HCC 6143 1232 | Liver-HCC 14682 1233 | Liver-HCC 15974 1234 | Liver-HCC 28225 1235 | Liver-HCC 16313 1236 | Liver-HCC 22000 1237 | Liver-HCC 14912 1238 | Liver-HCC 17812 1239 | Liver-HCC 10599 1240 | Liver-HCC 18584 1241 | Liver-HCC 8408 1242 | Liver-HCC 11743 1243 | Liver-HCC 15710 1244 | Liver-HCC 7554 1245 | Liver-HCC 19272 1246 | Liver-HCC 12158 1247 | Liver-HCC 6913 1248 | Liver-HCC 5918 1249 | Liver-HCC 10633 1250 | Liver-HCC 5512 1251 | Liver-HCC 5938 1252 | Liver-HCC 12093 1253 | Liver-HCC 17920 1254 | Liver-HCC 30786 1255 | Liver-HCC 15932 1256 | Liver-HCC 7470 1257 | Liver-HCC 2364 1258 | Liver-HCC 6629 1259 | Liver-HCC 6542 1260 | Liver-HCC 8746 1261 | Liver-HCC 7151 1262 | Liver-HCC 19111 1263 | Liver-HCC 22294 1264 | Liver-HCC 16800 1265 | Liver-HCC 8928 1266 | Liver-HCC 21466 1267 | Liver-HCC 7686 1268 | Liver-HCC 12516 1269 | Liver-HCC 6953 1270 | Liver-HCC 9650 1271 | Liver-HCC 10276 1272 | Liver-HCC 9093 1273 | Liver-HCC 9356 1274 | Liver-HCC 12739 1275 | Liver-HCC 16503 1276 | Liver-HCC 17320 1277 | Liver-HCC 16160 1278 | Liver-HCC 4360 1279 | Liver-HCC 11367 1280 | Liver-HCC 13274 1281 | Liver-HCC 6267 1282 | Liver-HCC 15943 1283 | Liver-HCC 11496 1284 | Liver-HCC 17711 1285 | Liver-HCC 17942 1286 | Liver-HCC 10064 1287 | Liver-HCC 2472 1288 | Liver-HCC 18830 1289 | Liver-HCC 11586 1290 | Liver-HCC 8742 1291 | Liver-HCC 17892 1292 | Liver-HCC 9259 1293 | Liver-HCC 14271 1294 | Liver-HCC 10715 1295 | Liver-HCC 8656 1296 | Liver-HCC 10658 1297 | Liver-HCC 12314 1298 | Liver-HCC 8185 1299 | Liver-HCC 20318 1300 | Liver-HCC 2777 1301 | Liver-HCC 6345 1302 | Liver-HCC 15663 1303 | Liver-HCC 5247 1304 | Liver-HCC 15108 1305 | Liver-HCC 27463 1306 | Liver-HCC 13384 1307 | Liver-HCC 10692 1308 | Liver-HCC 16127 1309 | Liver-HCC 13998 1310 | Liver-HCC 15753 1311 | Liver-HCC 14920 1312 | Liver-HCC 12711 1313 | Liver-HCC 15456 1314 | Liver-HCC 11686 1315 | Liver-HCC 17049 1316 | Liver-HCC 16402 1317 | Liver-HCC 9395 1318 | Liver-HCC 14441 1319 | Liver-HCC 11441 1320 | Liver-HCC 12442 1321 | Liver-HCC 5865 1322 | Liver-HCC 13341 1323 | Liver-HCC 9602 1324 | Liver-HCC 7971 1325 | Liver-HCC 8810 1326 | Liver-HCC 7892 1327 | Liver-HCC 11398 1328 | Liver-HCC 18844 1329 | Liver-HCC 7495 1330 | Liver-HCC 6902 1331 | Liver-HCC 10654 1332 | Liver-HCC 4022 1333 | Liver-HCC 18933 1334 | Liver-HCC 13281 1335 | Liver-HCC 11523 1336 | Liver-HCC 6473 1337 | Liver-HCC 13874 1338 | Liver-HCC 7922 1339 | Liver-HCC 2029 1340 | Liver-HCC 9322 1341 | Liver-HCC 7202 1342 | Liver-HCC 15961 1343 | Liver-HCC 44121 1344 | Liver-HCC 12402 1345 | Liver-HCC 8082 1346 | Liver-HCC 10243 1347 | Liver-HCC 8724 1348 | Liver-HCC 10518 1349 | Liver-HCC 17471 1350 | Liver-HCC 23488 1351 | Liver-HCC 18772 1352 | Liver-HCC 5285 1353 | Liver-HCC 8883 1354 | Liver-HCC 9516 1355 | Liver-HCC 12076 1356 | Liver-HCC 17709 1357 | Liver-HCC 13066 1358 | Liver-HCC 10439 1359 | Liver-HCC 14323 1360 | Liver-HCC 6262 1361 | Liver-HCC 13273 1362 | Liver-HCC 10174 1363 | Liver-HCC 13750 1364 | Liver-HCC 6587 1365 | Liver-HCC 7334 1366 | Liver-HCC 5054 1367 | Liver-HCC 17862 1368 | Liver-HCC 17730 1369 | Liver-HCC 10374 1370 | Liver-HCC 4180 1371 | Liver-HCC 8923 1372 | Liver-HCC 11440 1373 | Liver-HCC 7427 1374 | Liver-HCC 12318 1375 | Liver-HCC 8709 1376 | Liver-HCC 10380 1377 | Liver-HCC 7970 1378 | Liver-HCC 11933 1379 | Liver-HCC 20347 1380 | Liver-HCC 18200 1381 | Liver-HCC 5860 1382 | Liver-HCC 7998 1383 | Lung-AdenoCA 53534 1384 | Lung-AdenoCA 40159 1385 | Lung-AdenoCA 10313 1386 | Lung-AdenoCA 16156 1387 | Lung-AdenoCA 110327 1388 | Lung-AdenoCA 587 1389 | Lung-AdenoCA 24299 1390 | Lung-AdenoCA 20258 1391 | Lung-AdenoCA 38395 1392 | Lung-AdenoCA 113803 1393 | Lung-AdenoCA 14053 1394 | Lung-AdenoCA 53404 1395 | Lung-AdenoCA 2322 1396 | Lung-AdenoCA 4261 1397 | Lung-AdenoCA 157043 1398 | Lung-AdenoCA 42320 1399 | Lung-AdenoCA 47720 1400 | Lung-AdenoCA 5233 1401 | Lung-AdenoCA 61322 1402 | Lung-AdenoCA 25936 1403 | Lung-AdenoCA 2099 1404 | Lung-AdenoCA 12669 1405 | Lung-AdenoCA 10088 1406 | Lung-AdenoCA 568 1407 | Lung-AdenoCA 48259 1408 | Lung-AdenoCA 33038 1409 | Lung-AdenoCA 42875 1410 | Lung-AdenoCA 185584 1411 | Lung-AdenoCA 6317 1412 | Lung-AdenoCA 15716 1413 | Lung-AdenoCA 7859 1414 | Lung-AdenoCA 66135 1415 | Lung-AdenoCA 1798 1416 | Lung-AdenoCA 4008 1417 | Lung-AdenoCA 33457 1418 | Lung-AdenoCA 5589 1419 | Lung-AdenoCA 5066 1420 | Lung-AdenoCA 23381 1421 | Lung-SCC 42193 1422 | Lung-SCC 40115 1423 | Lung-SCC 36265 1424 | Lung-SCC 43441 1425 | Lung-SCC 133882 1426 | Lung-SCC 12280 1427 | Lung-SCC 75502 1428 | Lung-SCC 50099 1429 | Lung-SCC 30279 1430 | Lung-SCC 18243 1431 | Lung-SCC 53748 1432 | Lung-SCC 21610 1433 | Lung-SCC 35592 1434 | Lung-SCC 55120 1435 | Lung-SCC 23478 1436 | Lung-SCC 57547 1437 | Lung-SCC 30083 1438 | Lung-SCC 45419 1439 | Lung-SCC 42669 1440 | Lung-SCC 39949 1441 | Lung-SCC 43646 1442 | Lung-SCC 50722 1443 | Lung-SCC 23230 1444 | Lung-SCC 34815 1445 | Lung-SCC 74224 1446 | Lung-SCC 46806 1447 | Lung-SCC 48595 1448 | Lung-SCC 30786 1449 | Lung-SCC 5370 1450 | Lung-SCC 53782 1451 | Lung-SCC 59177 1452 | Lung-SCC 52103 1453 | Lung-SCC 45460 1454 | Lung-SCC 65970 1455 | Lung-SCC 39530 1456 | Lung-SCC 28358 1457 | Lung-SCC 21236 1458 | Lung-SCC 71525 1459 | Lung-SCC 51391 1460 | Lung-SCC 57913 1461 | Lung-SCC 28791 1462 | Lung-SCC 18284 1463 | Lung-SCC 25111 1464 | Lung-SCC 53964 1465 | Lung-SCC 28212 1466 | Lung-SCC 31217 1467 | Lung-SCC 23970 1468 | Lung-SCC 113846 1469 | Lymph-BNHL 11525 1470 | Lymph-BNHL 34270 1471 | Lymph-BNHL 17673 1472 | Lymph-BNHL 6977 1473 | Lymph-BNHL 17374 1474 | Lymph-BNHL 9775 1475 | Lymph-BNHL 20536 1476 | Lymph-BNHL 4013 1477 | Lymph-BNHL 23055 1478 | Lymph-BNHL 5654 1479 | Lymph-BNHL 9738 1480 | Lymph-BNHL 7453 1481 | Lymph-BNHL 10119 1482 | Lymph-BNHL 12857 1483 | Lymph-BNHL 66901 1484 | Lymph-BNHL 11505 1485 | Lymph-BNHL 13890 1486 | Lymph-BNHL 11018 1487 | Lymph-BNHL 11834 1488 | Lymph-BNHL 1607 1489 | Lymph-BNHL 14232 1490 | Lymph-BNHL 4122 1491 | Lymph-BNHL 2470 1492 | Lymph-BNHL 6825 1493 | Lymph-BNHL 16330 1494 | Lymph-BNHL 10000 1495 | Lymph-BNHL 2302 1496 | Lymph-BNHL 5300 1497 | Lymph-BNHL 3149 1498 | Lymph-BNHL 9112 1499 | Lymph-BNHL 2282 1500 | Lymph-BNHL 5258 1501 | Lymph-BNHL 28523 1502 | Lymph-BNHL 10504 1503 | Lymph-BNHL 4522 1504 | Lymph-BNHL 9197 1505 | Lymph-BNHL 17039 1506 | Lymph-BNHL 6661 1507 | Lymph-BNHL 25558 1508 | Lymph-BNHL 1959 1509 | Lymph-BNHL 10012 1510 | Lymph-BNHL 1742 1511 | Lymph-BNHL 33100 1512 | Lymph-BNHL 8794 1513 | Lymph-BNHL 7425 1514 | Lymph-BNHL 3940 1515 | Lymph-BNHL 11134 1516 | Lymph-BNHL 3014 1517 | Lymph-BNHL 12822 1518 | Lymph-BNHL 7024 1519 | Lymph-BNHL 3556 1520 | Lymph-BNHL 7684 1521 | Lymph-BNHL 3668 1522 | Lymph-BNHL 3314 1523 | Lymph-BNHL 2082 1524 | Lymph-BNHL 4175 1525 | Lymph-BNHL 9648 1526 | Lymph-BNHL 5568 1527 | Lymph-BNHL 17408 1528 | Lymph-BNHL 4237 1529 | Lymph-BNHL 2432 1530 | Lymph-BNHL 16708 1531 | Lymph-BNHL 2496 1532 | Lymph-BNHL 6066 1533 | Lymph-BNHL 22238 1534 | Lymph-BNHL 17627 1535 | Lymph-BNHL 16744 1536 | Lymph-BNHL 19934 1537 | Lymph-BNHL 7210 1538 | Lymph-BNHL 1950 1539 | Lymph-BNHL 2553 1540 | Lymph-BNHL 22978 1541 | Lymph-BNHL 7243 1542 | Lymph-BNHL 2069 1543 | Lymph-BNHL 3681 1544 | Lymph-BNHL 1809 1545 | Lymph-BNHL 7645 1546 | Lymph-BNHL 9148 1547 | Lymph-BNHL 13724 1548 | Lymph-BNHL 5271 1549 | Lymph-BNHL 3384 1550 | Lymph-BNHL 6829 1551 | Lymph-BNHL 3098 1552 | Lymph-BNHL 19774 1553 | Lymph-BNHL 6110 1554 | Lymph-BNHL 4275 1555 | Lymph-BNHL 24195 1556 | Lymph-BNHL 3556 1557 | Lymph-BNHL 30194 1558 | Lymph-BNHL 7864 1559 | Lymph-BNHL 4042 1560 | Lymph-BNHL 3725 1561 | Lymph-BNHL 7898 1562 | Lymph-BNHL 7247 1563 | Lymph-BNHL 25277 1564 | Lymph-BNHL 28529 1565 | Lymph-BNHL 4053 1566 | Lymph-BNHL 11162 1567 | Lymph-BNHL 5556 1568 | Lymph-BNHL 3904 1569 | Lymph-BNHL 15263 1570 | Lymph-BNHL 3061 1571 | Lymph-BNHL 4152 1572 | Lymph-BNHL 4583 1573 | Lymph-BNHL 112529 1574 | Lymph-BNHL 44342 1575 | Lymph-BNHL 31697 1576 | Lymph-CLL 1721 1577 | Lymph-CLL 1350 1578 | Lymph-CLL 1055 1579 | Lymph-CLL 1853 1580 | Lymph-CLL 2495 1581 | Lymph-CLL 2713 1582 | Lymph-CLL 2392 1583 | Lymph-CLL 1269 1584 | Lymph-CLL 2987 1585 | Lymph-CLL 2183 1586 | Lymph-CLL 1654 1587 | Lymph-CLL 3635 1588 | Lymph-CLL 2815 1589 | Lymph-CLL 1738 1590 | Lymph-CLL 1907 1591 | Lymph-CLL 2062 1592 | Lymph-CLL 1503 1593 | Lymph-CLL 2311 1594 | Lymph-CLL 2621 1595 | Lymph-CLL 1319 1596 | Lymph-CLL 2701 1597 | Lymph-CLL 3223 1598 | Lymph-CLL 1864 1599 | Lymph-CLL 2994 1600 | Lymph-CLL 2389 1601 | Lymph-CLL 2117 1602 | Lymph-CLL 1638 1603 | Lymph-CLL 3280 1604 | Lymph-CLL 1423 1605 | Lymph-CLL 2043 1606 | Lymph-CLL 3645 1607 | Lymph-CLL 4510 1608 | Lymph-CLL 1529 1609 | Lymph-CLL 1958 1610 | Lymph-CLL 2096 1611 | Lymph-CLL 2542 1612 | Lymph-CLL 3710 1613 | Lymph-CLL 755 1614 | Lymph-CLL 3135 1615 | Lymph-CLL 3453 1616 | Lymph-CLL 4343 1617 | Lymph-CLL 2291 1618 | Lymph-CLL 2571 1619 | Lymph-CLL 2051 1620 | Lymph-CLL 3188 1621 | Lymph-CLL 1150 1622 | Lymph-CLL 2528 1623 | Lymph-CLL 1827 1624 | Lymph-CLL 1427 1625 | Lymph-CLL 2716 1626 | Lymph-CLL 2279 1627 | Lymph-CLL 1644 1628 | Lymph-CLL 2512 1629 | Lymph-CLL 3303 1630 | Lymph-CLL 1771 1631 | Lymph-CLL 1681 1632 | Lymph-CLL 2704 1633 | Lymph-CLL 5065 1634 | Lymph-CLL 3320 1635 | Lymph-CLL 1574 1636 | Lymph-CLL 2071 1637 | Lymph-CLL 1889 1638 | Lymph-CLL 2162 1639 | Lymph-CLL 1891 1640 | Lymph-CLL 2630 1641 | Lymph-CLL 2634 1642 | Lymph-CLL 2123 1643 | Lymph-CLL 3063 1644 | Lymph-CLL 1064 1645 | Lymph-CLL 2406 1646 | Lymph-CLL 2265 1647 | Lymph-CLL 5601 1648 | Lymph-CLL 2213 1649 | Lymph-CLL 1805 1650 | Lymph-CLL 1958 1651 | Lymph-CLL 1954 1652 | Lymph-CLL 2067 1653 | Lymph-CLL 2636 1654 | Lymph-CLL 2957 1655 | Lymph-CLL 2360 1656 | Lymph-CLL 1945 1657 | Lymph-CLL 2590 1658 | Lymph-CLL 3747 1659 | Lymph-CLL 1034 1660 | Lymph-CLL 2359 1661 | Lymph-CLL 1482 1662 | Lymph-CLL 2612 1663 | Lymph-CLL 3724 1664 | Lymph-CLL 1414 1665 | Lymph-CLL 2192 1666 | Lymph-CLL 1816 1667 | Lymph-CLL 1989 1668 | Lymph-CLL 1432 1669 | Lymph-CLL 4376 1670 | Lymph-CLL 3247 1671 | Myeloid-AML 663 1672 | Myeloid-AML 335 1673 | Myeloid-AML 21 1674 | Myeloid-AML 1391 1675 | Myeloid-AML 519 1676 | Myeloid-AML 1209 1677 | Myeloid-AML 2116 1678 | Myeloid-AML 3353 1679 | Myeloid-AML 1540 1680 | Myeloid-AML 1528 1681 | Myeloid-AML 990 1682 | Myeloid-MDS 1119 1683 | Myeloid-MDS 550 1684 | Myeloid-MDS 637 1685 | Myeloid-MDS 1074 1686 | Myeloid-MPN 2002 1687 | Myeloid-MPN 817 1688 | Myeloid-MPN 1261 1689 | Myeloid-MPN 857 1690 | Myeloid-MPN 3072 1691 | Myeloid-MPN 846 1692 | Myeloid-MPN 2260 1693 | Myeloid-MPN 987 1694 | Myeloid-MPN 1501 1695 | Myeloid-MPN 2282 1696 | Myeloid-MPN 446 1697 | Myeloid-MPN 1644 1698 | Myeloid-MPN 829 1699 | Myeloid-MPN 1225 1700 | Myeloid-MPN 368 1701 | Myeloid-MPN 1488 1702 | Myeloid-MPN 1548 1703 | Myeloid-MPN 1271 1704 | Myeloid-MPN 2816 1705 | Myeloid-MPN 352 1706 | Myeloid-MPN 269 1707 | Myeloid-MPN 1664 1708 | Myeloid-MPN 1603 1709 | Myeloid-MPN 748 1710 | Myeloid-MPN 870 1711 | Myeloid-MPN 3162 1712 | Myeloid-MPN 376 1713 | Myeloid-MPN 1743 1714 | Myeloid-MPN 884 1715 | Myeloid-MPN 1337 1716 | Myeloid-MPN 1860 1717 | Myeloid-MPN 922 1718 | Myeloid-MPN 1272 1719 | Myeloid-MPN 1702 1720 | Myeloid-MPN 182 1721 | Myeloid-MPN 1324 1722 | Myeloid-MPN 1067 1723 | Myeloid-MPN 358 1724 | Myeloid-MPN 1109 1725 | Myeloid-MPN 754 1726 | Myeloid-MPN 1158 1727 | Myeloid-MPN 1485 1728 | Myeloid-MPN 2101 1729 | Myeloid-MPN 274 1730 | Myeloid-MPN 1773 1731 | Myeloid-MPN 832 1732 | Myeloid-MPN 416 1733 | Myeloid-MPN 966 1734 | Myeloid-MPN 83 1735 | Myeloid-MPN 423 1736 | Myeloid-MPN 648 1737 | Myeloid-MPN 997 1738 | Myeloid-MPN 1063 1739 | Myeloid-MPN 2145 1740 | Myeloid-MPN 1347 1741 | Myeloid-MPN 477 1742 | Ovary-AdenoCA 13557 1743 | Ovary-AdenoCA 5863 1744 | Ovary-AdenoCA 2545 1745 | Ovary-AdenoCA 15273 1746 | Ovary-AdenoCA 5652 1747 | Ovary-AdenoCA 9986 1748 | Ovary-AdenoCA 10834 1749 | Ovary-AdenoCA 7263 1750 | Ovary-AdenoCA 8524 1751 | Ovary-AdenoCA 5024 1752 | Ovary-AdenoCA 12156 1753 | Ovary-AdenoCA 12206 1754 | Ovary-AdenoCA 7399 1755 | Ovary-AdenoCA 5887 1756 | Ovary-AdenoCA 5159 1757 | Ovary-AdenoCA 6633 1758 | Ovary-AdenoCA 7041 1759 | Ovary-AdenoCA 6815 1760 | Ovary-AdenoCA 5546 1761 | Ovary-AdenoCA 10583 1762 | Ovary-AdenoCA 7650 1763 | Ovary-AdenoCA 8082 1764 | Ovary-AdenoCA 5040 1765 | Ovary-AdenoCA 2886 1766 | Ovary-AdenoCA 8963 1767 | Ovary-AdenoCA 6688 1768 | Ovary-AdenoCA 7208 1769 | Ovary-AdenoCA 5453 1770 | Ovary-AdenoCA 9066 1771 | Ovary-AdenoCA 15966 1772 | Ovary-AdenoCA 7441 1773 | Ovary-AdenoCA 4098 1774 | Ovary-AdenoCA 10009 1775 | Ovary-AdenoCA 14533 1776 | Ovary-AdenoCA 4401 1777 | Ovary-AdenoCA 13860 1778 | Ovary-AdenoCA 7070 1779 | Ovary-AdenoCA 1946 1780 | Ovary-AdenoCA 19440 1781 | Ovary-AdenoCA 17006 1782 | Ovary-AdenoCA 7156 1783 | Ovary-AdenoCA 13779 1784 | Ovary-AdenoCA 6961 1785 | Ovary-AdenoCA 6352 1786 | Ovary-AdenoCA 2150 1787 | Ovary-AdenoCA 6411 1788 | Ovary-AdenoCA 40624 1789 | Ovary-AdenoCA 10085 1790 | Ovary-AdenoCA 7237 1791 | Ovary-AdenoCA 17059 1792 | Ovary-AdenoCA 5261 1793 | Ovary-AdenoCA 13280 1794 | Ovary-AdenoCA 6450 1795 | Ovary-AdenoCA 3731 1796 | Ovary-AdenoCA 14968 1797 | Ovary-AdenoCA 19236 1798 | Ovary-AdenoCA 7269 1799 | Ovary-AdenoCA 13145 1800 | Ovary-AdenoCA 8649 1801 | Ovary-AdenoCA 6283 1802 | Ovary-AdenoCA 5945 1803 | Ovary-AdenoCA 18260 1804 | Ovary-AdenoCA 4886 1805 | Ovary-AdenoCA 6626 1806 | Ovary-AdenoCA 6641 1807 | Ovary-AdenoCA 6403 1808 | Ovary-AdenoCA 8356 1809 | Ovary-AdenoCA 10174 1810 | Ovary-AdenoCA 10175 1811 | Ovary-AdenoCA 6428 1812 | Ovary-AdenoCA 13965 1813 | Ovary-AdenoCA 6816 1814 | Ovary-AdenoCA 8091 1815 | Ovary-AdenoCA 1947 1816 | Ovary-AdenoCA 5255 1817 | Ovary-AdenoCA 13853 1818 | Ovary-AdenoCA 5617 1819 | Ovary-AdenoCA 4235 1820 | Ovary-AdenoCA 5064 1821 | Ovary-AdenoCA 5517 1822 | Ovary-AdenoCA 3980 1823 | Ovary-AdenoCA 19067 1824 | Ovary-AdenoCA 7170 1825 | Ovary-AdenoCA 7473 1826 | Ovary-AdenoCA 11445 1827 | Ovary-AdenoCA 11920 1828 | Ovary-AdenoCA 8551 1829 | Ovary-AdenoCA 11586 1830 | Ovary-AdenoCA 6597 1831 | Ovary-AdenoCA 9418 1832 | Ovary-AdenoCA 3113 1833 | Ovary-AdenoCA 7164 1834 | Ovary-AdenoCA 6488 1835 | Ovary-AdenoCA 4517 1836 | Ovary-AdenoCA 12937 1837 | Ovary-AdenoCA 8994 1838 | Ovary-AdenoCA 5392 1839 | Ovary-AdenoCA 9567 1840 | Ovary-AdenoCA 5908 1841 | Ovary-AdenoCA 6006 1842 | Ovary-AdenoCA 5907 1843 | Ovary-AdenoCA 4057 1844 | Ovary-AdenoCA 16149 1845 | Ovary-AdenoCA 10066 1846 | Ovary-AdenoCA 6732 1847 | Ovary-AdenoCA 4208 1848 | Ovary-AdenoCA 14389 1849 | Ovary-AdenoCA 5431 1850 | Ovary-AdenoCA 12019 1851 | Ovary-AdenoCA 9467 1852 | Ovary-AdenoCA 3250 1853 | Ovary-AdenoCA 7871 1854 | Ovary-AdenoCA 9582 1855 | Panc-AdenoCA 8707 1856 | Panc-AdenoCA 4641 1857 | Panc-AdenoCA 4393 1858 | Panc-AdenoCA 95745 1859 | Panc-AdenoCA 5682 1860 | Panc-AdenoCA 48393 1861 | Panc-AdenoCA 6046 1862 | Panc-AdenoCA 5123 1863 | Panc-AdenoCA 17567 1864 | Panc-AdenoCA 3910 1865 | Panc-AdenoCA 4464 1866 | Panc-AdenoCA 5119 1867 | Panc-AdenoCA 10832 1868 | Panc-AdenoCA 9858 1869 | Panc-AdenoCA 10788 1870 | Panc-AdenoCA 9076 1871 | Panc-AdenoCA 3824 1872 | Panc-AdenoCA 9358 1873 | Panc-AdenoCA 3343 1874 | Panc-AdenoCA 4357 1875 | Panc-AdenoCA 6515 1876 | Panc-AdenoCA 3225 1877 | Panc-AdenoCA 2285 1878 | Panc-AdenoCA 6391 1879 | Panc-AdenoCA 3720 1880 | Panc-AdenoCA 10943 1881 | Panc-AdenoCA 4689 1882 | Panc-AdenoCA 4161 1883 | Panc-AdenoCA 3204 1884 | Panc-AdenoCA 5245 1885 | Panc-AdenoCA 9335 1886 | Panc-AdenoCA 4740 1887 | Panc-AdenoCA 10105 1888 | Panc-AdenoCA 2637 1889 | Panc-AdenoCA 4615 1890 | Panc-AdenoCA 4622 1891 | Panc-AdenoCA 5819 1892 | Panc-AdenoCA 19261 1893 | Panc-AdenoCA 11102 1894 | Panc-AdenoCA 6805 1895 | Panc-AdenoCA 4186 1896 | Panc-AdenoCA 4385 1897 | Panc-AdenoCA 5687 1898 | Panc-AdenoCA 5925 1899 | Panc-AdenoCA 4983 1900 | Panc-AdenoCA 3207 1901 | Panc-AdenoCA 4346 1902 | Panc-AdenoCA 6230 1903 | Panc-AdenoCA 8035 1904 | Panc-AdenoCA 3899 1905 | Panc-AdenoCA 6533 1906 | Panc-AdenoCA 9189 1907 | Panc-AdenoCA 2672 1908 | Panc-AdenoCA 12960 1909 | Panc-AdenoCA 6963 1910 | Panc-AdenoCA 5702 1911 | Panc-AdenoCA 4049 1912 | Panc-AdenoCA 8297 1913 | Panc-AdenoCA 9660 1914 | Panc-AdenoCA 2915 1915 | Panc-AdenoCA 5535 1916 | Panc-AdenoCA 4286 1917 | Panc-AdenoCA 6165 1918 | Panc-AdenoCA 4539 1919 | Panc-AdenoCA 3408 1920 | Panc-AdenoCA 4267 1921 | Panc-AdenoCA 11975 1922 | Panc-AdenoCA 4691 1923 | Panc-AdenoCA 4316 1924 | Panc-AdenoCA 3451 1925 | Panc-AdenoCA 4634 1926 | Panc-AdenoCA 6398 1927 | Panc-AdenoCA 18429 1928 | Panc-AdenoCA 3061 1929 | Panc-AdenoCA 4336 1930 | Panc-AdenoCA 1913 1931 | Panc-AdenoCA 9711 1932 | Panc-AdenoCA 3242 1933 | Panc-AdenoCA 2137 1934 | Panc-AdenoCA 9013 1935 | Panc-AdenoCA 4615 1936 | Panc-AdenoCA 5331 1937 | Panc-AdenoCA 5846 1938 | Panc-AdenoCA 7605 1939 | Panc-AdenoCA 4543 1940 | Panc-AdenoCA 5892 1941 | Panc-AdenoCA 11494 1942 | Panc-AdenoCA 4899 1943 | Panc-AdenoCA 6908 1944 | Panc-AdenoCA 4683 1945 | Panc-AdenoCA 3966 1946 | Panc-AdenoCA 7513 1947 | Panc-AdenoCA 6424 1948 | Panc-AdenoCA 3675 1949 | Panc-AdenoCA 5794 1950 | Panc-AdenoCA 4698 1951 | Panc-AdenoCA 6345 1952 | Panc-AdenoCA 2881 1953 | Panc-AdenoCA 32472 1954 | Panc-AdenoCA 3578 1955 | Panc-AdenoCA 8095 1956 | Panc-AdenoCA 8317 1957 | Panc-AdenoCA 7763 1958 | Panc-AdenoCA 6110 1959 | Panc-AdenoCA 19298 1960 | Panc-AdenoCA 5060 1961 | Panc-AdenoCA 5121 1962 | Panc-AdenoCA 7564 1963 | Panc-AdenoCA 4872 1964 | Panc-AdenoCA 7178 1965 | Panc-AdenoCA 3930 1966 | Panc-AdenoCA 12411 1967 | Panc-AdenoCA 4744 1968 | Panc-AdenoCA 4128 1969 | Panc-AdenoCA 4172 1970 | Panc-AdenoCA 5054 1971 | Panc-AdenoCA 1038 1972 | Panc-AdenoCA 5975 1973 | Panc-AdenoCA 4969 1974 | Panc-AdenoCA 5257 1975 | Panc-AdenoCA 4046 1976 | Panc-AdenoCA 4902 1977 | Panc-AdenoCA 4957 1978 | Panc-AdenoCA 15885 1979 | Panc-AdenoCA 2654 1980 | Panc-AdenoCA 6662 1981 | Panc-AdenoCA 4068 1982 | Panc-AdenoCA 11503 1983 | Panc-AdenoCA 4885 1984 | Panc-AdenoCA 3417 1985 | Panc-AdenoCA 7166 1986 | Panc-AdenoCA 6944 1987 | Panc-AdenoCA 8539 1988 | Panc-AdenoCA 4064 1989 | Panc-AdenoCA 9746 1990 | Panc-AdenoCA 2314 1991 | Panc-AdenoCA 5871 1992 | Panc-AdenoCA 6797 1993 | Panc-AdenoCA 5644 1994 | Panc-AdenoCA 5621 1995 | Panc-AdenoCA 9888 1996 | Panc-AdenoCA 3804 1997 | Panc-AdenoCA 281 1998 | Panc-AdenoCA 4206 1999 | Panc-AdenoCA 14175 2000 | Panc-AdenoCA 6140 2001 | Panc-AdenoCA 5990 2002 | Panc-AdenoCA 14937 2003 | Panc-AdenoCA 3734 2004 | Panc-AdenoCA 3662 2005 | Panc-AdenoCA 11736 2006 | Panc-AdenoCA 3906 2007 | Panc-AdenoCA 1944 2008 | Panc-AdenoCA 14827 2009 | Panc-AdenoCA 3878 2010 | Panc-AdenoCA 4384 2011 | Panc-AdenoCA 3195 2012 | Panc-AdenoCA 3295 2013 | Panc-AdenoCA 7640 2014 | Panc-AdenoCA 3949 2015 | Panc-AdenoCA 3692 2016 | Panc-AdenoCA 4471 2017 | Panc-AdenoCA 5378 2018 | Panc-AdenoCA 13334 2019 | Panc-AdenoCA 4455 2020 | Panc-AdenoCA 5276 2021 | Panc-AdenoCA 12570 2022 | Panc-AdenoCA 7582 2023 | Panc-AdenoCA 4993 2024 | Panc-AdenoCA 4825 2025 | Panc-AdenoCA 55454 2026 | Panc-AdenoCA 5505 2027 | Panc-AdenoCA 4828 2028 | Panc-AdenoCA 9755 2029 | Panc-AdenoCA 5397 2030 | Panc-AdenoCA 2215 2031 | Panc-AdenoCA 2828 2032 | Panc-AdenoCA 3835 2033 | Panc-AdenoCA 13640 2034 | Panc-AdenoCA 11875 2035 | Panc-AdenoCA 5002 2036 | Panc-AdenoCA 4508 2037 | Panc-AdenoCA 3366 2038 | Panc-AdenoCA 4346 2039 | Panc-AdenoCA 3940 2040 | Panc-AdenoCA 2666 2041 | Panc-AdenoCA 3018 2042 | Panc-AdenoCA 5055 2043 | Panc-AdenoCA 10654 2044 | Panc-AdenoCA 4184 2045 | Panc-AdenoCA 5817 2046 | Panc-AdenoCA 5012 2047 | Panc-AdenoCA 5150 2048 | Panc-AdenoCA 6887 2049 | Panc-AdenoCA 9649 2050 | Panc-AdenoCA 15527 2051 | Panc-AdenoCA 2821 2052 | Panc-AdenoCA 6991 2053 | Panc-AdenoCA 5815 2054 | Panc-AdenoCA 5026 2055 | Panc-AdenoCA 4524 2056 | Panc-AdenoCA 2687 2057 | Panc-AdenoCA 17715 2058 | Panc-AdenoCA 4919 2059 | Panc-AdenoCA 4247 2060 | Panc-AdenoCA 4719 2061 | Panc-AdenoCA 5165 2062 | Panc-AdenoCA 2985 2063 | Panc-AdenoCA 5603 2064 | Panc-AdenoCA 7425 2065 | Panc-AdenoCA 5104 2066 | Panc-AdenoCA 7797 2067 | Panc-AdenoCA 3789 2068 | Panc-AdenoCA 2933 2069 | Panc-AdenoCA 3622 2070 | Panc-AdenoCA 6098 2071 | Panc-AdenoCA 4816 2072 | Panc-AdenoCA 3761 2073 | Panc-AdenoCA 7360 2074 | Panc-AdenoCA 2737 2075 | Panc-AdenoCA 4679 2076 | Panc-AdenoCA 5599 2077 | Panc-AdenoCA 3992 2078 | Panc-AdenoCA 3933 2079 | Panc-AdenoCA 8796 2080 | Panc-AdenoCA 7241 2081 | Panc-AdenoCA 3233 2082 | Panc-AdenoCA 3768 2083 | Panc-AdenoCA 4045 2084 | Panc-AdenoCA 4587 2085 | Panc-AdenoCA 4972 2086 | Panc-AdenoCA 4674 2087 | Panc-AdenoCA 5675 2088 | Panc-AdenoCA 4367 2089 | Panc-AdenoCA 9601 2090 | Panc-AdenoCA 7147 2091 | Panc-AdenoCA 7679 2092 | Panc-AdenoCA 3089 2093 | Panc-AdenoCA 4698 2094 | Panc-AdenoCA 7697 2095 | Panc-AdenoCA 3511 2096 | Panc-Endocrine 2933 2097 | Panc-Endocrine 356 2098 | Panc-Endocrine 1239 2099 | Panc-Endocrine 1106 2100 | Panc-Endocrine 1943 2101 | Panc-Endocrine 2168 2102 | Panc-Endocrine 4062 2103 | Panc-Endocrine 989 2104 | Panc-Endocrine 378 2105 | Panc-Endocrine 2711 2106 | Panc-Endocrine 3434 2107 | Panc-Endocrine 1539 2108 | Panc-Endocrine 3449 2109 | Panc-Endocrine 2379 2110 | Panc-Endocrine 1125 2111 | Panc-Endocrine 3172 2112 | Panc-Endocrine 3417 2113 | Panc-Endocrine 2683 2114 | Panc-Endocrine 239 2115 | Panc-Endocrine 1997 2116 | Panc-Endocrine 1755 2117 | Panc-Endocrine 1244 2118 | Panc-Endocrine 1187 2119 | Panc-Endocrine 1795 2120 | Panc-Endocrine 1463 2121 | Panc-Endocrine 4172 2122 | Panc-Endocrine 1388 2123 | Panc-Endocrine 1468 2124 | Panc-Endocrine 3273 2125 | Panc-Endocrine 2387 2126 | Panc-Endocrine 4589 2127 | Panc-Endocrine 584 2128 | Panc-Endocrine 1913 2129 | Panc-Endocrine 4527 2130 | Panc-Endocrine 644 2131 | Panc-Endocrine 3132 2132 | Panc-Endocrine 1698 2133 | Panc-Endocrine 2681 2134 | Panc-Endocrine 4648 2135 | Panc-Endocrine 2734 2136 | Panc-Endocrine 1002 2137 | Panc-Endocrine 1918 2138 | Panc-Endocrine 1936 2139 | Panc-Endocrine 10853 2140 | Panc-Endocrine 1098 2141 | Panc-Endocrine 11741 2142 | Panc-Endocrine 3374 2143 | Panc-Endocrine 7544 2144 | Panc-Endocrine 960 2145 | Panc-Endocrine 1642 2146 | Panc-Endocrine 2694 2147 | Panc-Endocrine 1913 2148 | Panc-Endocrine 8136 2149 | Panc-Endocrine 243 2150 | Panc-Endocrine 1226 2151 | Panc-Endocrine 3334 2152 | Panc-Endocrine 2687 2153 | Panc-Endocrine 5210 2154 | Panc-Endocrine 2071 2155 | Panc-Endocrine 2263 2156 | Panc-Endocrine 3128 2157 | Panc-Endocrine 817 2158 | Panc-Endocrine 2397 2159 | Panc-Endocrine 1784 2160 | Panc-Endocrine 992 2161 | Panc-Endocrine 1245 2162 | Panc-Endocrine 1700 2163 | Panc-Endocrine 1331 2164 | Panc-Endocrine 10863 2165 | Panc-Endocrine 535 2166 | Panc-Endocrine 5251 2167 | Panc-Endocrine 5983 2168 | Panc-Endocrine 2906 2169 | Panc-Endocrine 9084 2170 | Panc-Endocrine 1337 2171 | Panc-Endocrine 4441 2172 | Panc-Endocrine 1324 2173 | Panc-Endocrine 24022 2174 | Panc-Endocrine 1877 2175 | Panc-Endocrine 2504 2176 | Panc-Endocrine 6036 2177 | Panc-Endocrine 1749 2178 | Panc-Endocrine 984 2179 | Panc-Endocrine 3271 2180 | Panc-Endocrine 2557 2181 | Prost-AdenoCA 3579 2182 | Prost-AdenoCA 5310 2183 | Prost-AdenoCA 3791 2184 | Prost-AdenoCA 429 2185 | Prost-AdenoCA 12152 2186 | Prost-AdenoCA 1923 2187 | Prost-AdenoCA 1952 2188 | Prost-AdenoCA 4849 2189 | Prost-AdenoCA 2126 2190 | Prost-AdenoCA 62 2191 | Prost-AdenoCA 4304 2192 | Prost-AdenoCA 1326 2193 | Prost-AdenoCA 3183 2194 | Prost-AdenoCA 2778 2195 | Prost-AdenoCA 1964 2196 | Prost-AdenoCA 2179 2197 | Prost-AdenoCA 1324 2198 | Prost-AdenoCA 3026 2199 | Prost-AdenoCA 973 2200 | Prost-AdenoCA 1269 2201 | Prost-AdenoCA 1727 2202 | Prost-AdenoCA 1583 2203 | Prost-AdenoCA 2270 2204 | Prost-AdenoCA 2430 2205 | Prost-AdenoCA 3051 2206 | Prost-AdenoCA 1987 2207 | Prost-AdenoCA 1644 2208 | Prost-AdenoCA 2778 2209 | Prost-AdenoCA 1558 2210 | Prost-AdenoCA 1354 2211 | Prost-AdenoCA 2341 2212 | Prost-AdenoCA 1297 2213 | Prost-AdenoCA 2461 2214 | Prost-AdenoCA 2319 2215 | Prost-AdenoCA 4301 2216 | Prost-AdenoCA 1406 2217 | Prost-AdenoCA 178 2218 | Prost-AdenoCA 506 2219 | Prost-AdenoCA 972 2220 | Prost-AdenoCA 1901 2221 | Prost-AdenoCA 1005 2222 | Prost-AdenoCA 1628 2223 | Prost-AdenoCA 615 2224 | Prost-AdenoCA 1840 2225 | Prost-AdenoCA 1463 2226 | Prost-AdenoCA 988 2227 | Prost-AdenoCA 890 2228 | Prost-AdenoCA 433 2229 | Prost-AdenoCA 4282 2230 | Prost-AdenoCA 3433 2231 | Prost-AdenoCA 2885 2232 | Prost-AdenoCA 1132 2233 | Prost-AdenoCA 2974 2234 | Prost-AdenoCA 1464 2235 | Prost-AdenoCA 1413 2236 | Prost-AdenoCA 2894 2237 | Prost-AdenoCA 516 2238 | Prost-AdenoCA 803 2239 | Prost-AdenoCA 6152 2240 | Prost-AdenoCA 241 2241 | Prost-AdenoCA 1499 2242 | Prost-AdenoCA 4649 2243 | Prost-AdenoCA 1417 2244 | Prost-AdenoCA 1676 2245 | Prost-AdenoCA 1751 2246 | Prost-AdenoCA 1721 2247 | Prost-AdenoCA 1958 2248 | Prost-AdenoCA 1299 2249 | Prost-AdenoCA 1049 2250 | Prost-AdenoCA 1187 2251 | Prost-AdenoCA 1822 2252 | Prost-AdenoCA 1468 2253 | Prost-AdenoCA 4478 2254 | Prost-AdenoCA 1415 2255 | Prost-AdenoCA 2405 2256 | Prost-AdenoCA 63 2257 | Prost-AdenoCA 9394 2258 | Prost-AdenoCA 1442 2259 | Prost-AdenoCA 1133 2260 | Prost-AdenoCA 3247 2261 | Prost-AdenoCA 2393 2262 | Prost-AdenoCA 3060 2263 | Prost-AdenoCA 3089 2264 | Prost-AdenoCA 4191 2265 | Prost-AdenoCA 4218 2266 | Prost-AdenoCA 2212 2267 | Prost-AdenoCA 2266 2268 | Prost-AdenoCA 4163 2269 | Prost-AdenoCA 2722 2270 | Prost-AdenoCA 2707 2271 | Prost-AdenoCA 2615 2272 | Prost-AdenoCA 3604 2273 | Prost-AdenoCA 3268 2274 | Prost-AdenoCA 2705 2275 | Prost-AdenoCA 509 2276 | Prost-AdenoCA 5134 2277 | Prost-AdenoCA 6008 2278 | Prost-AdenoCA 3247 2279 | Prost-AdenoCA 3610 2280 | Prost-AdenoCA 3911 2281 | Prost-AdenoCA 3218 2282 | Prost-AdenoCA 3537 2283 | Prost-AdenoCA 3545 2284 | Prost-AdenoCA 3385 2285 | Prost-AdenoCA 3613 2286 | Prost-AdenoCA 3288 2287 | Prost-AdenoCA 1663 2288 | Prost-AdenoCA 3403 2289 | Prost-AdenoCA 5216 2290 | Prost-AdenoCA 4144 2291 | Prost-AdenoCA 4323 2292 | Prost-AdenoCA 2222 2293 | Prost-AdenoCA 1757 2294 | Prost-AdenoCA 2998 2295 | Prost-AdenoCA 3207 2296 | Prost-AdenoCA 3002 2297 | Prost-AdenoCA 3205 2298 | Prost-AdenoCA 3831 2299 | Prost-AdenoCA 2866 2300 | Prost-AdenoCA 5554 2301 | Prost-AdenoCA 3520 2302 | Prost-AdenoCA 2819 2303 | Prost-AdenoCA 5367 2304 | Prost-AdenoCA 2991 2305 | Prost-AdenoCA 6930 2306 | Prost-AdenoCA 1252 2307 | Prost-AdenoCA 2527 2308 | Prost-AdenoCA 3724 2309 | Prost-AdenoCA 2732 2310 | Prost-AdenoCA 2228 2311 | Prost-AdenoCA 2576 2312 | Prost-AdenoCA 3733 2313 | Prost-AdenoCA 4337 2314 | Prost-AdenoCA 2915 2315 | Prost-AdenoCA 7936 2316 | Prost-AdenoCA 5114 2317 | Prost-AdenoCA 3851 2318 | Prost-AdenoCA 2355 2319 | Prost-AdenoCA 1957 2320 | Prost-AdenoCA 3287 2321 | Prost-AdenoCA 2940 2322 | Prost-AdenoCA 3295 2323 | Prost-AdenoCA 3351 2324 | Prost-AdenoCA 3311 2325 | Prost-AdenoCA 444 2326 | Prost-AdenoCA 2521 2327 | Prost-AdenoCA 3331 2328 | Prost-AdenoCA 1841 2329 | Prost-AdenoCA 2140 2330 | Prost-AdenoCA 2065 2331 | Prost-AdenoCA 3323 2332 | Prost-AdenoCA 2938 2333 | Prost-AdenoCA 3562 2334 | Prost-AdenoCA 8344 2335 | Prost-AdenoCA 4771 2336 | Prost-AdenoCA 3218 2337 | Prost-AdenoCA 2605 2338 | Prost-AdenoCA 1103 2339 | Prost-AdenoCA 4958 2340 | Prost-AdenoCA 2968 2341 | Prost-AdenoCA 2171 2342 | Prost-AdenoCA 2775 2343 | Prost-AdenoCA 3930 2344 | Prost-AdenoCA 5134 2345 | Prost-AdenoCA 2569 2346 | Prost-AdenoCA 2877 2347 | Prost-AdenoCA 3080 2348 | Prost-AdenoCA 5092 2349 | Prost-AdenoCA 3393 2350 | Prost-AdenoCA 3822 2351 | Prost-AdenoCA 5482 2352 | Prost-AdenoCA 2376 2353 | Prost-AdenoCA 3220 2354 | Prost-AdenoCA 2602 2355 | Prost-AdenoCA 2186 2356 | Prost-AdenoCA 2401 2357 | Prost-AdenoCA 2707 2358 | Prost-AdenoCA 3458 2359 | Prost-AdenoCA 3046 2360 | Prost-AdenoCA 16016 2361 | Prost-AdenoCA 2852 2362 | Prost-AdenoCA 484 2363 | Prost-AdenoCA 3212 2364 | Prost-AdenoCA 8955 2365 | Prost-AdenoCA 7541 2366 | Prost-AdenoCA 3690 2367 | Prost-AdenoCA 2174 2368 | Prost-AdenoCA 554 2369 | Prost-AdenoCA 2584 2370 | Prost-AdenoCA 7012 2371 | Prost-AdenoCA 5429 2372 | Prost-AdenoCA 9650 2373 | Prost-AdenoCA 8617 2374 | Prost-AdenoCA 3994 2375 | Prost-AdenoCA 5698 2376 | Prost-AdenoCA 4593 2377 | Prost-AdenoCA 3810 2378 | Prost-AdenoCA 8782 2379 | Prost-AdenoCA 6566 2380 | Prost-AdenoCA 6283 2381 | Prost-AdenoCA 6895 2382 | Prost-AdenoCA 6812 2383 | Prost-AdenoCA 3963 2384 | Prost-AdenoCA 4646 2385 | Prost-AdenoCA 16980 2386 | Prost-AdenoCA 11960 2387 | Prost-AdenoCA 12409 2388 | Prost-AdenoCA 17165 2389 | Prost-AdenoCA 8342 2390 | Prost-AdenoCA 6605 2391 | Prost-AdenoCA 7420 2392 | Prost-AdenoCA 4577 2393 | Prost-AdenoCA 3718 2394 | Prost-AdenoCA 3955 2395 | Prost-AdenoCA 5372 2396 | Prost-AdenoCA 6902 2397 | Prost-AdenoCA 4433 2398 | Prost-AdenoCA 5921 2399 | Prost-AdenoCA 5874 2400 | Prost-AdenoCA 11919 2401 | Prost-AdenoCA 12779 2402 | Prost-AdenoCA 6448 2403 | Prost-AdenoCA 7343 2404 | Prost-AdenoCA 4191 2405 | Prost-AdenoCA 4231 2406 | Prost-AdenoCA 17279 2407 | Prost-AdenoCA 6043 2408 | Prost-AdenoCA 5863 2409 | Prost-AdenoCA 6113 2410 | Prost-AdenoCA 6487 2411 | Prost-AdenoCA 6395 2412 | Prost-AdenoCA 5252 2413 | Prost-AdenoCA 11908 2414 | Prost-AdenoCA 5518 2415 | Prost-AdenoCA 6116 2416 | Prost-AdenoCA 6299 2417 | Prost-AdenoCA 6229 2418 | Prost-AdenoCA 5867 2419 | Prost-AdenoCA 6668 2420 | Prost-AdenoCA 44 2421 | Prost-AdenoCA 2892 2422 | Prost-AdenoCA 4017 2423 | Prost-AdenoCA 2625 2424 | Prost-AdenoCA 4188 2425 | Prost-AdenoCA 4851 2426 | Prost-AdenoCA 801 2427 | Prost-AdenoCA 3113 2428 | Prost-AdenoCA 2829 2429 | Prost-AdenoCA 3440 2430 | Prost-AdenoCA 2642 2431 | Prost-AdenoCA 4299 2432 | Prost-AdenoCA 1544 2433 | Prost-AdenoCA 2082 2434 | Prost-AdenoCA 3339 2435 | Prost-AdenoCA 1862 2436 | Prost-AdenoCA 1185 2437 | Prost-AdenoCA 3072 2438 | Prost-AdenoCA 6433 2439 | Prost-AdenoCA 1607 2440 | Prost-AdenoCA 3411 2441 | Prost-AdenoCA 2889 2442 | Prost-AdenoCA 3574 2443 | Prost-AdenoCA 2774 2444 | Prost-AdenoCA 2471 2445 | Prost-AdenoCA 3979 2446 | Prost-AdenoCA 1079 2447 | Prost-AdenoCA 2264 2448 | Prost-AdenoCA 2828 2449 | Prost-AdenoCA 3257 2450 | Prost-AdenoCA 283 2451 | Prost-AdenoCA 1062 2452 | Prost-AdenoCA 1288 2453 | Prost-AdenoCA 1740 2454 | Prost-AdenoCA 2906 2455 | Prost-AdenoCA 2900 2456 | Prost-AdenoCA 84 2457 | Prost-AdenoCA 3518 2458 | Prost-AdenoCA 381 2459 | Prost-AdenoCA 2024 2460 | Prost-AdenoCA 229 2461 | Prost-AdenoCA 2138 2462 | Prost-AdenoCA 1958 2463 | Prost-AdenoCA 3355 2464 | Prost-AdenoCA 4085 2465 | Prost-AdenoCA 3107 2466 | Prost-AdenoCA 1343 2467 | Skin-Melanoma 70873 2468 | Skin-Melanoma 214810 2469 | Skin-Melanoma 105876 2470 | Skin-Melanoma 87764 2471 | Skin-Melanoma 2764 2472 | Skin-Melanoma 58815 2473 | Skin-Melanoma 162971 2474 | Skin-Melanoma 6756 2475 | Skin-Melanoma 7523 2476 | Skin-Melanoma 144375 2477 | Skin-Melanoma 109379 2478 | Skin-Melanoma 3815 2479 | Skin-Melanoma 85261 2480 | Skin-Melanoma 305689 2481 | Skin-Melanoma 137987 2482 | Skin-Melanoma 366716 2483 | Skin-Melanoma 92652 2484 | Skin-Melanoma 47507 2485 | Skin-Melanoma 245674 2486 | Skin-Melanoma 14266 2487 | Skin-Melanoma 3474 2488 | Skin-Melanoma 4789 2489 | Skin-Melanoma 55168 2490 | Skin-Melanoma 25188 2491 | Skin-Melanoma 319683 2492 | Skin-Melanoma 6978 2493 | Skin-Melanoma 73754 2494 | Skin-Melanoma 5195 2495 | Skin-Melanoma 7610 2496 | Skin-Melanoma 32918 2497 | Skin-Melanoma 478961 2498 | Skin-Melanoma 859178 2499 | Skin-Melanoma 318815 2500 | Skin-Melanoma 163978 2501 | Skin-Melanoma 91518 2502 | Skin-Melanoma 44897 2503 | Skin-Melanoma 155967 2504 | Skin-Melanoma 4393 2505 | Skin-Melanoma 61019 2506 | Skin-Melanoma 77288 2507 | Skin-Melanoma 45207 2508 | Skin-Melanoma 7406 2509 | Skin-Melanoma 2146 2510 | Skin-Melanoma 51726 2511 | Skin-Melanoma 61290 2512 | Skin-Melanoma 161511 2513 | Skin-Melanoma 435965 2514 | Skin-Melanoma 13376 2515 | Skin-Melanoma 177782 2516 | Skin-Melanoma 10822 2517 | Skin-Melanoma 114171 2518 | Skin-Melanoma 18976 2519 | Skin-Melanoma 8919 2520 | Skin-Melanoma 91909 2521 | Skin-Melanoma 115835 2522 | Skin-Melanoma 11483 2523 | Skin-Melanoma 107381 2524 | Skin-Melanoma 5725 2525 | Skin-Melanoma 205301 2526 | Skin-Melanoma 49882 2527 | Skin-Melanoma 444091 2528 | Skin-Melanoma 5841 2529 | Skin-Melanoma 140457 2530 | Skin-Melanoma 4998 2531 | Skin-Melanoma 19556 2532 | Skin-Melanoma 19375 2533 | Skin-Melanoma 75536 2534 | Skin-Melanoma 71144 2535 | Skin-Melanoma 109414 2536 | Skin-Melanoma 121510 2537 | Skin-Melanoma 744553 2538 | Skin-Melanoma 73248 2539 | Skin-Melanoma 159349 2540 | Skin-Melanoma 58882 2541 | Skin-Melanoma 51533 2542 | Skin-Melanoma 2981 2543 | Skin-Melanoma 57742 2544 | Skin-Melanoma 57444 2545 | Skin-Melanoma 373348 2546 | Skin-Melanoma 78286 2547 | Skin-Melanoma 5057 2548 | Skin-Melanoma 212889 2549 | Skin-Melanoma 7317 2550 | Skin-Melanoma 45210 2551 | Skin-Melanoma 68683 2552 | Skin-Melanoma 71362 2553 | Skin-Melanoma 30148 2554 | Skin-Melanoma 240513 2555 | Skin-Melanoma 92423 2556 | Skin-Melanoma 84719 2557 | Skin-Melanoma 279814 2558 | Skin-Melanoma 116295 2559 | Skin-Melanoma 15843 2560 | Skin-Melanoma 38794 2561 | Skin-Melanoma 250745 2562 | Skin-Melanoma 6654 2563 | Skin-Melanoma 7474 2564 | Skin-Melanoma 334004 2565 | Skin-Melanoma 75677 2566 | Skin-Melanoma 45628 2567 | Skin-Melanoma 36023 2568 | Skin-Melanoma 98123 2569 | Skin-Melanoma 22211 2570 | Skin-Melanoma 347886 2571 | Skin-Melanoma 94887 2572 | Skin-Melanoma 57187 2573 | Skin-Melanoma 6218 2574 | SoftTissue-Leiomyo 4392 2575 | SoftTissue-Leiomyo 6586 2576 | SoftTissue-Leiomyo 1961 2577 | SoftTissue-Leiomyo 4049 2578 | SoftTissue-Leiomyo 3632 2579 | SoftTissue-Leiomyo 3915 2580 | SoftTissue-Leiomyo 2294 2581 | SoftTissue-Leiomyo 5364 2582 | SoftTissue-Leiomyo 3790 2583 | SoftTissue-Leiomyo 4001 2584 | SoftTissue-Leiomyo 12574 2585 | SoftTissue-Leiomyo 3624 2586 | SoftTissue-Leiomyo 13714 2587 | SoftTissue-Leiomyo 5961 2588 | SoftTissue-Leiomyo 7625 2589 | SoftTissue-Liposarc 4173 2590 | SoftTissue-Liposarc 5004 2591 | SoftTissue-Liposarc 9955 2592 | SoftTissue-Liposarc 5928 2593 | SoftTissue-Liposarc 5270 2594 | SoftTissue-Liposarc 1962 2595 | SoftTissue-Liposarc 11717 2596 | SoftTissue-Liposarc 3757 2597 | SoftTissue-Liposarc 3652 2598 | SoftTissue-Liposarc 5991 2599 | SoftTissue-Liposarc 9569 2600 | SoftTissue-Liposarc 2673 2601 | SoftTissue-Liposarc 2293 2602 | SoftTissue-Liposarc 3508 2603 | SoftTissue-Liposarc 4122 2604 | SoftTissue-Liposarc 8000 2605 | SoftTissue-Liposarc 5002 2606 | SoftTissue-Liposarc 809 2607 | SoftTissue-Liposarc 6332 2608 | Stomach-AdenoCA 116 2609 | Stomach-AdenoCA 13889 2610 | Stomach-AdenoCA 4391 2611 | Stomach-AdenoCA 66574 2612 | Stomach-AdenoCA 27178 2613 | Stomach-AdenoCA 80659 2614 | Stomach-AdenoCA 118437 2615 | Stomach-AdenoCA 3092 2616 | Stomach-AdenoCA 3705 2617 | Stomach-AdenoCA 13727 2618 | Stomach-AdenoCA 8023 2619 | Stomach-AdenoCA 17950 2620 | Stomach-AdenoCA 45487 2621 | Stomach-AdenoCA 8921 2622 | Stomach-AdenoCA 16085 2623 | Stomach-AdenoCA 5295 2624 | Stomach-AdenoCA 52 2625 | Stomach-AdenoCA 7129 2626 | Stomach-AdenoCA 106 2627 | Stomach-AdenoCA 17723 2628 | Stomach-AdenoCA 408 2629 | Stomach-AdenoCA 12079 2630 | Stomach-AdenoCA 14134 2631 | Stomach-AdenoCA 11644 2632 | Stomach-AdenoCA 9953 2633 | Stomach-AdenoCA 24729 2634 | Stomach-AdenoCA 17502 2635 | Stomach-AdenoCA 3159 2636 | Stomach-AdenoCA 22934 2637 | Stomach-AdenoCA 71 2638 | Stomach-AdenoCA 15838 2639 | Stomach-AdenoCA 19820 2640 | Stomach-AdenoCA 6629 2641 | Stomach-AdenoCA 38 2642 | Stomach-AdenoCA 2292 2643 | Stomach-AdenoCA 4517 2644 | Stomach-AdenoCA 4406 2645 | Stomach-AdenoCA 10494 2646 | Stomach-AdenoCA 40685 2647 | Stomach-AdenoCA 6827 2648 | Stomach-AdenoCA 5518 2649 | Stomach-AdenoCA 64707 2650 | Stomach-AdenoCA 60006 2651 | Stomach-AdenoCA 10376 2652 | Stomach-AdenoCA 19218 2653 | Stomach-AdenoCA 9514 2654 | Stomach-AdenoCA 3934 2655 | Stomach-AdenoCA 64043 2656 | Stomach-AdenoCA 29122 2657 | Stomach-AdenoCA 15664 2658 | Stomach-AdenoCA 10154 2659 | Stomach-AdenoCA 11843 2660 | Stomach-AdenoCA 8728 2661 | Stomach-AdenoCA 11597 2662 | Stomach-AdenoCA 6249 2663 | Stomach-AdenoCA 28584 2664 | Stomach-AdenoCA 27194 2665 | Stomach-AdenoCA 104620 2666 | Stomach-AdenoCA 58804 2667 | Stomach-AdenoCA 14181 2668 | Stomach-AdenoCA 5923 2669 | Stomach-AdenoCA 9537 2670 | Stomach-AdenoCA 8908 2671 | Stomach-AdenoCA 5714 2672 | Stomach-AdenoCA 7674 2673 | Stomach-AdenoCA 11733 2674 | Stomach-AdenoCA 389215 2675 | Stomach-AdenoCA 17054 2676 | Stomach-AdenoCA 11033 2677 | Stomach-AdenoCA 68029 2678 | Stomach-AdenoCA 12519 2679 | Stomach-AdenoCA 9516 2680 | Stomach-AdenoCA 4953 2681 | Stomach-AdenoCA 29313 2682 | Stomach-AdenoCA 11533 2683 | Thy-AdenoCA 751 2684 | Thy-AdenoCA 955 2685 | Thy-AdenoCA 593 2686 | Thy-AdenoCA 1132 2687 | Thy-AdenoCA 2450 2688 | Thy-AdenoCA 612 2689 | Thy-AdenoCA 1147 2690 | Thy-AdenoCA 905 2691 | Thy-AdenoCA 1871 2692 | Thy-AdenoCA 3030 2693 | Thy-AdenoCA 1255 2694 | Thy-AdenoCA 43 2695 | Thy-AdenoCA 1012 2696 | Thy-AdenoCA 1547 2697 | Thy-AdenoCA 1806 2698 | Thy-AdenoCA 1469 2699 | Thy-AdenoCA 1126 2700 | Thy-AdenoCA 581 2701 | Thy-AdenoCA 1379 2702 | Thy-AdenoCA 743 2703 | Thy-AdenoCA 815 2704 | Thy-AdenoCA 1466 2705 | Thy-AdenoCA 985 2706 | Thy-AdenoCA 1596 2707 | Thy-AdenoCA 1326 2708 | Thy-AdenoCA 2158 2709 | Thy-AdenoCA 2757 2710 | Thy-AdenoCA 3857 2711 | Thy-AdenoCA 2107 2712 | Thy-AdenoCA 2447 2713 | Thy-AdenoCA 800 2714 | Thy-AdenoCA 173 2715 | Thy-AdenoCA 1121 2716 | Thy-AdenoCA 1281 2717 | Thy-AdenoCA 2472 2718 | Thy-AdenoCA 709 2719 | Thy-AdenoCA 2624 2720 | Thy-AdenoCA 734 2721 | Thy-AdenoCA 3715 2722 | Thy-AdenoCA 509 2723 | Thy-AdenoCA 703 2724 | Thy-AdenoCA 42 2725 | Thy-AdenoCA 406 2726 | Thy-AdenoCA 2026 2727 | Thy-AdenoCA 964 2728 | Thy-AdenoCA 1187 2729 | Thy-AdenoCA 522 2730 | Thy-AdenoCA 1055 2731 | Uterus-AdenoCA 24375 2732 | Uterus-AdenoCA 41147 2733 | Uterus-AdenoCA 549929 2734 | Uterus-AdenoCA 35369 2735 | Uterus-AdenoCA 65697 2736 | Uterus-AdenoCA 928218 2737 | Uterus-AdenoCA 39988 2738 | Uterus-AdenoCA 7266 2739 | Uterus-AdenoCA 3156 2740 | Uterus-AdenoCA 37604 2741 | Uterus-AdenoCA 5858 2742 | Uterus-AdenoCA 6760 2743 | Uterus-AdenoCA 4052 2744 | Uterus-AdenoCA 4089 2745 | Uterus-AdenoCA 3644 2746 | Uterus-AdenoCA 9492 2747 | Uterus-AdenoCA 6818 2748 | Uterus-AdenoCA 62442 2749 | Uterus-AdenoCA 26292 2750 | Uterus-AdenoCA 6229 2751 | Uterus-AdenoCA 7335 2752 | Uterus-AdenoCA 3768 2753 | Uterus-AdenoCA 5132 2754 | Uterus-AdenoCA 4482 2755 | Uterus-AdenoCA 3868 2756 | Uterus-AdenoCA 115351 2757 | Uterus-AdenoCA 3636 2758 | Uterus-AdenoCA 3988 2759 | Uterus-AdenoCA 11732 2760 | Uterus-AdenoCA 16285 2761 | Uterus-AdenoCA 4114 2762 | Uterus-AdenoCA 6541 2763 | Uterus-AdenoCA 13677 2764 | Uterus-AdenoCA 6786 2765 | Uterus-AdenoCA 2613 2766 | Uterus-AdenoCA 39477 2767 | Uterus-AdenoCA 282262 2768 | Uterus-AdenoCA 11027 2769 | Uterus-AdenoCA 4359 2770 | Uterus-AdenoCA 3729 2771 | Uterus-AdenoCA 6856 2772 | Uterus-AdenoCA 6553 2773 | Uterus-AdenoCA 15099 2774 | Uterus-AdenoCA 6502 2775 | Uterus-AdenoCA 7108 2776 | Uterus-AdenoCA 26964 2777 | Uterus-AdenoCA 4980 2778 | Uterus-AdenoCA 15617 2779 | Uterus-AdenoCA 18229 2780 | Uterus-AdenoCA 34793 2781 | Uterus-AdenoCA 9069 --------------------------------------------------------------------------------