We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
Survival analysis data not available.
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
0.0
Number of samples
141
Samples
Sample
Description
TPM
TCGA-14-0871-01A
0 years, female, white, stage:'--, dead, 880 days
0.2
TCGA-06-2557-01A
0 years, male, black or african american, stage:'--, dead, 33 days
0.1
TCGA-16-0846-01A
0 years, male, white, stage:'--, dead, 119 days
0.1
TCGA-06-2565-01A
0 years, male, asian, stage:'--, dead, 506 days
0.1
TCGA-06-0130-01A
0 years, male, white, stage:'--, dead, 394 days
0.1
TCGA-19-2619-01A
0 years, female, black or african american, stage:'--, alive, 294 days
0.1
TCGA-32-1980-01A
0 years, male, white, stage:'--, dead, 36 days
0.1
TCGA-19-2624-01A
0 years, male, white, stage:'--, dead, 5 days
0.1
TCGA-76-4925-01A
0 years, male, white, stage:'--, dead, 146 days
0.1
TCGA-06-0178-01A
0 years, male, white, stage:'--, dead, 2681 days
0.1
TCGA-32-4213-01A
0 years, female, white, stage:'--, alive, 604 days
0.1
TCGA-06-5416-01A
0 years, female, white, stage:'--, alive, 204 days
0.1
TCGA-28-5204-01A
0 years, male, white, stage:'--, dead, 454 days
0.0
TCGA-28-5218-01A
0 years, male, white, stage:'--, dead, 157 days
0.0
TCGA-08-0386-01A
0 years, male, white, stage:'--, dead, 548 days
0.0
TCGA-06-2570-01A
0 years, female, white, stage:'--, alive, 958 days
0.0
TCGA-06-1804-01A
0 years, female, white, stage:'--, dead, 414 days
0.0
TCGA-06-0138-01A
0 years, male, white, stage:'--, dead, 737 days
0.0
TCGA-06-2567-01A
0 years, male, white, stage:'--, dead, 133 days
0.0
TCGA-06-5408-01A
0 years, female, white, stage:'--, dead, 357 days
0.0
TCGA-76-4932-01A
0 years, female, white, stage:'--, dead, 1458 days
0.0
TCGA-06-0645-01A
0 years, female, white, stage:'--, dead, 175 days
0.0
TCGA-06-5859-01A
0 years, male, white, stage:'--, alive, 139 days
0.0
TCGA-02-0055-01A
0 years, female, white, stage:'--, dead, 76 days
0.0
TCGA-06-0210-01A
0 years, female, white, stage:'--, dead, 225 days
0.0
TCGA-06-5414-01A
0 years, male, white, stage:'--, alive, 273 days
0.0
TCGA-12-5299-01A
0 years, female, white, stage:'--, dead, 98 days
0.0
TCGA-27-2526-01A
0 years, female, white, stage:'--, dead, 87 days
0.0
TCGA-06-0219-01A
0 years, male, white, stage:'--, dead, 22 days
0.0
TCGA-32-1970-01A
0 years, male, white, stage:'--, dead, 468 days
0.0
TCGA-02-2485-01A
0 years, male, black or african american, stage:'--, alive, 470 days
0.0
TCGA-27-2523-01A
0 years, male, white, stage:'--, dead, 489 days
0.0
TCGA-27-2528-01A
0 years, male, white, stage:'--, dead, 480 days
0.0
TCGA-14-1034-01A
0 years, female, stage:'--, dead, 485 days
0.0
TCGA-32-2615-01A
0 years, male, white, stage:'--, dead, 485 days
0.0
TCGA-27-1831-01A
0 years, male, white, stage:'--, dead, 505 days
0.0
TCGA-02-2483-01A
0 years, male, asian, stage:'--, alive, 466 days
0.0
TCGA-12-3652-01A
0 years, male, white, stage:'--, dead, 1062 days
0.0
TCGA-41-5651-01A
0 years, female, black or african american, stage:'--, dead, 460 days
0.0
TCGA-27-2521-01A
0 years, male, white, stage:'--, dead, 510 days
0.0
TCGA-06-0184-01A
0 years, male, white, stage:'--, dead, 2126 days
0.0
TCGA-12-5295-01A
0 years, female, white, stage:'--, dead, 454 days
0.0
TCGA-26-5133-01A
0 years, male, white, stage:'--, alive, 452 days
0.0
TCGA-12-0616-01A
0 years, female, white, stage:'--, dead, 448 days
0.0
TCGA-02-0047-01A
0 years, male, white, stage:'--, dead, 448 days
0.0
TCGA-28-5209-01A
0 years, female, white, stage:'--, alive, 442 days
0.0
TCGA-12-3653-01A
0 years, female, white, stage:'--, dead, 442 days
0.0
TCGA-06-0686-01A
0 years, male, white, stage:'--, dead, 432 days
0.0
TCGA-27-1837-01A
0 years, male, white, stage:'--, dead, 427 days
0.0
TCGA-15-0742-01A
0 years, male, white, stage:'--, dead, 419 days
0.0
TCGA-28-5216-01A
0 years, male, white, stage:'--, alive, 415 days
0.0
TCGA-19-5960-01A
0 years, male, white, stage:'--, dead, 455 days
0.0
TCGA-14-1823-01A
0 years, female, white, stage:'--, dead, 543 days
0.0
TCGA-14-2554-01A
0 years, female, white, stage:'--, dead, 532 days
0.0
TCGA-19-2629-01A
0 years, male, white, stage:'--, dead, 737 days
0.0
TCGA-06-0129-01A
0 years, male, asian, stage:'--, dead, 1024 days
0.0
TCGA-27-1834-01A
0 years, male, white, stage:'--, dead, 1233 days
0.0
TCGA-26-1442-01A
0 years, male, white, stage:'--, alive, 953 days
0.0
TCGA-06-2563-01A
0 years, female, white, stage:'--, alive, 932 days
0.0
TCGA-06-2569-01A
0 years, female, black or african american, stage:'--, alive, 13 days
0.0
TCGA-06-0187-01A
0 years, male, white, stage:'--, dead, 828 days
0.0
TCGA-06-0743-01A
0 years, male, white, stage:'--, dead, 803 days
0.0
TCGA-19-1390-01A
0 years, female, white, stage:'--, dead, 772 days
0.0
TCGA-06-0132-01A
0 years, male, white, stage:'--, dead, 771 days
0.0
TCGA-32-2638-01A
0 years, male, white, stage:'--, dead, 766 days
0.0
TCGA-06-0744-01A
0 years, male, white, stage:'--, dead, 1426 days
0.0
TCGA-06-0125-01A
0 years, female, white, stage:'--, dead, 1448 days
0.0
TCGA-76-4927-01A
0 years, male, white, stage:'--, dead, 535 days
0.0
TCGA-32-2634-01A
0 years, male, white, stage:'--, alive, 693 days
0.0
TCGA-27-1835-01A
0 years, female, white, stage:'--, dead, 648 days
0.0
TCGA-06-0882-01A
0 years, male, white, stage:'--, dead, 632 days
0.0
TCGA-02-2486-01A
0 years, male, white, stage:'--, dead, 618 days
0.0
TCGA-06-0168-01A
0 years, female, white, stage:'--, dead, 598 days
0.0
TCGA-41-2572-01A
0 years, male, white, stage:'--, dead, 406 days
0.0
TCGA-27-2519-01A
0 years, male, white, stage:'--, dead, 550 days
0.0
TCGA-15-1444-01A
0 years, male, white, stage:'--, dead, 1537 days
0.0
TCGA-28-5208-01A
0 years, male, white, stage:'--, dead, 544 days
0.0
TCGA-12-0619-01A
0 years, male, white, stage:'--, dead, 1062 days
0.0
TCGA-06-2561-01A
0 years, female, white, stage:'--, dead, 537 days
0.0
TCGA-32-5222-01A
0 years, male, white, stage:'--, dead, 585 days
0.0
TCGA-14-0787-01A
0 years, male, asian, stage:'--, dead, 68 days
0.0
TCGA-06-0238-01A
0 years, male, white, stage:'--, dead, 405 days
0.0
TCGA-28-1753-01A
0 years, male, white, stage:'--, alive, 37 days
0.0
TCGA-19-4065-01A
0 years, male, white, stage:'--, alive, 214 days
0.0
TCGA-06-5858-01A
0 years, female, white, stage:'--, alive, 187 days
0.0
TCGA-06-2564-01A
0 years, male, white, stage:'--, alive, 181 days
0.0
TCGA-06-0156-01A
0 years, male, white, stage:'--, dead, 178 days
0.0
TCGA-06-0646-01A
0 years, male, white, stage:'--, dead, 175 days
0.0
TCGA-26-5134-01A
0 years, male, white, stage:'--, alive, 167 days
0.0
TCGA-14-0817-01A
0 years, female, white, stage:'--, dead, 164 days
0.0
TCGA-28-2514-01A
0 years, male, asian, stage:'--, alive, 160 days
0.0
TCGA-06-5417-01A
0 years, female, white, stage:'--, alive, 155 days
0.0
TCGA-27-1830-01A
0 years, male, white, stage:'--, dead, 154 days
0.0
TCGA-06-2559-01A
0 years, male, white, stage:'--, dead, 150 days
0.0
TCGA-19-2620-01A
0 years, male, white, stage:'--, dead, 148 days
0.0
TCGA-28-2509-01A
0 years, female, white, stage:'--, alive, 145 days
0.0
TCGA-14-1829-01A
0 years, male, black or african american, stage:'--, alive, 218 days
0.0
TCGA-32-1982-01A
0 years, female, white, stage:'--, dead, 142 days
0.0
TCGA-06-5412-01A
0 years, female, white, stage:'--, dead, 138 days
0.0
TCGA-19-2625-01A
0 years, female, white, stage:'--, dead, 124 days
0.0
TCGA-26-5139-01A
0 years, female, white, stage:'--, alive, 48 days
0.0
TCGA-06-5856-01A
0 years, male, white, stage:'--, dead, 114 days
0.0
TCGA-76-4929-01A
0 years, female, white, stage:'--, dead, 111 days
0.0
TCGA-06-5410-01A
0 years, female, white, stage:'--, dead, 108 days
0.0
TCGA-06-0174-01A
0 years, male, white, stage:'--, dead, 98 days
0.0
TCGA-06-0157-01A
0 years, female, white, stage:'--, dead, 97 days
0.0
TCGA-06-5418-01A
0 years, female, white, stage:'--, dead, 83 days
0.0
TCGA-06-0749-01A
0 years, male, black or african american, stage:'--, dead, 82 days
0.0
TCGA-06-0747-01A
0 years, male, white, stage:'--, dead, 82 days
0.0
TCGA-06-0878-01A
0 years, male, white, stage:'--, alive, 218 days
0.0
TCGA-28-2513-01A
0 years, female, white, stage:'--, alive, 222 days
0.0
TCGA-12-0618-01A
0 years, male, white, stage:'--, dead, 395 days
0.0
TCGA-06-0158-01A
0 years, male, white, stage:'--, dead, 329 days
0.0
TCGA-41-2571-01A
0 years, male, white, stage:'--, dead, 26 days
0.0
TCGA-28-5220-01A
0 years, male, white, stage:'--, dead, 388 days
0.0
TCGA-06-0644-01A
0 years, male, black or african american, stage:'--, dead, 384 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
Survival analysis data not available.
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
0.0
Number of samples
58
Samples
Sample
Description
TPM
AK030
N, NA, stage:NA, dead, 120 days
0.1
AK205
N, NA, stage:NA, dead, 120 days
0.0
AK185
N, NA, stage:NA, alive, 330 days
0.0
AK153
N, NA, stage:NA, dead, 240 days
0.0
AK195
N, NA, stage:NA, dead, 390 days
0.0
AK165
N, NA, stage:NA, alive, 360 days
0.0
AK183
N, NA, stage:NA, alive, 360 days
0.0
AK216
N, NA, stage:NA, dead, 360 days
0.0
AK226
N, NA, stage:NA, dead, 360 days
0.0
AK236
N, NA, stage:NA, dead, 360 days
0.0
AK099
N, NA, stage:NA, dead, 420 days
0.0
AK149
N, NA, stage:NA, dead, 420 days
0.0
AK188
N, NA, stage:NA, alive, 420 days
0.0
AK071
N, NA, stage:NA, dead, 540 days
0.0
AK002
N, NA, stage:NA, dead, 570 days
0.0
AK142
N, NA, stage:NA, alive, 90 days
0.0
AK158
N, NA, stage:NA, dead, 360 days
0.0
AK043
N, NA, stage:NA, alive, 660 days
0.0
AK076
N, NA, stage:NA, alive, 660 days
0.0
AK085
N, NA, stage:NA, alive, 660 days
0.0
AK098
N, NA, stage:NA, dead, 660 days
0.0
AK015
N, NA, stage:NA, alive, 720 days
0.0
AK041
N, NA, stage:NA, alive, 810 days
0.0
AK066
N, NA, stage:NA, alive, 960 days
0.0
AK100
N, NA, stage:NA, alive, 960 days
0.0
AK103
N, NA, stage:NA, alive, 1320 days
0.0
AK102
N, NA, stage:NA, alive, 1740 days
0.0
AK199
N, NA, stage:NA, alive, 1860 days
0.0
AK124
N, NA, stage:NA, alive, 1920 days
0.0
AK003
N, NA, stage:NA, dead, 600 days
0.0
AK088
N, NA, stage:NA, dead, 360 days
0.0
AK134
N, NA, stage:NA, dead, 360 days
0.0
AK005
N, NA, stage:NA, dead, 240 days
0.0
AK072
N, NA, stage:NA, dead, 150 days
0.0
AK049
N, NA, stage:NA, dead, 180 days
0.0
AK081
N, NA, stage:NA, dead, 180 days
0.0
AK123
N, NA, stage:NA, dead, 180 days
0.0
AK167
N, NA, stage:NA, dead, 180 days
0.0
AK173
N, NA, stage:NA, dead, 180 days
0.0
AK218
N, NA, stage:NA, dead, 180 days
0.0
AK035
N, NA, stage:NA, dead, 210 days
0.0
AK079
N, NA, stage:NA, dead, 210 days
0.0
AK091
N, NA, stage:NA, dead, 210 days
0.0
AK117
N, NA, stage:NA, dead, 210 days
0.0
AK055
N, NA, stage:NA, dead, 240 days
0.0
AK133
N, NA, stage:NA, dead, 360 days
0.0
AK178
N, NA, stage:NA, dead, 240 days
0.0
AK231
N, NA, stage:NA, dead, 240 days
0.0
AK139
N, NA, stage:NA, dead, 270 days
0.0
AK053
N, NA, stage:NA, dead, 300 days
0.0
AK074
N, NA, stage:NA, alive, 300 days
0.0
AK227
N, NA, stage:NA, alive, 300 days
0.0
AK089
N, NA, stage:NA, dead, 330 days
0.0
AK156
N, NA, stage:NA, dead, 330 days
0.0
AK006
N, NA, stage:NA, dead, 360 days
0.0
AK051
N, NA, stage:NA, dead, 360 days
0.0
AK068
N, NA, stage:NA, alive, 360 days
0.0
AK213
N, NA, stage:NA, alive, 2010 days
0.0
Show allShow less
GLIOBLASTOMA MULTIFORME - Protein relative expression (CPTAC)
Number of samples
110
Samples
Sample ID
Sample type
nRPX
CPT0206330003
Tumor
N/A
CPT0186100003
Tumor
N/A
CPT0123530003
Tumor
N/A
CPT0201710003
Tumor
N/A
CPT0216920008
Tumor
N/A
CPT0218890004
Tumor
N/A
CPT0224390004
Tumor
N/A
CPT0204390003
Normal
N/A
CPT0093590003
Tumor
N/A
CPT0167750004
Tumor
N/A
CPT0204400003
Normal
N/A
CPT0079790003
Tumor
N/A
CPT0218690004
Tumor
N/A
CPT0204370003
Normal
N/A
CPT0161730003
Tumor
N/A
CPT0168720003
Tumor
N/A
CPT0206880003
Tumor
N/A
CPT0189650004
Tumor
N/A
CPT0204350003
Normal
N/A
CPT0168380003
Tumor
N/A
CPT0205890003
Tumor
N/A
CPT0217880003
Tumor
N/A
CPT0206560003
Tumor
N/A
CPT0087680003
Tumor
N/A
CPT0206000004
Tumor
N/A
CPT0218670003
Tumor
N/A
CPT0204340003
Normal
N/A
CPT0189850004
Tumor
N/A
CPT0224330003
Tumor
N/A
CPT0218330004
Tumor
N/A
CPT0167640003
Tumor
N/A
CPT0002410011
Tumor
N/A
CPT0093450003
Tumor
N/A
CPT0206110003
Tumor
N/A
CPT0217430008
Tumor
N/A
CPT0217000004
Tumor
N/A
CPT0196850003
Tumor
N/A
CPT0189250003
Tumor
N/A
CPT0189570004
Tumor
N/A
CPT0162020003
Tumor
N/A
CPT0167530003
Tumor
N/A
CPT0207030003
Tumor
N/A
CPT0127420003
Tumor
N/A
CPT0205670004
Tumor
N/A
CPT0208980003
Tumor
N/A
CPT0206780003
Tumor
N/A
CPT0182500003
Tumor
N/A
CPT0217710008
Tumor
N/A
CPT0168830003
Tumor
N/A
CPT0182550003
Tumor
N/A
CPT0189460003
Tumor
N/A
CPT0167860004
Tumor
N/A
CPT0125220003
Tumor
N/A
CPT0171580008
Tumor
N/A
CPT0087730003
Tumor
N/A
CPT0104330003
Tumor
N/A
CPT0168590003
Tumor
N/A
CPT0205450004
Tumor
N/A
CPT0219080004
Tumor
N/A
CPT0087570003
Tumor
N/A
CPT0162140003
Tumor
N/A
CPT0175060003
Tumor
N/A
CPT0205780003
Tumor
N/A
CPT0218960004
Tumor
N/A
CPT0064650003
Tumor
N/A
CPT0125570003
Tumor
N/A
CPT0190360004
Tumor
N/A
CPT0206670004
Tumor
N/A
CPT0204380003
Normal
N/A
CPT0092440003
Tumor
N/A
CPT0162100003
Tumor
N/A
CPT0221180003
Tumor
N/A
CPT0225760003
Tumor
N/A
CPT0093510003
Tumor
N/A
CPT0190240004
Tumor
N/A
CPT0228220003
Tumor
N/A
CPT0204410003
Normal
N/A
CPT0224540004
Tumor
N/A
CPT0209440003
Tumor
N/A
CPT0089150003
Tumor
N/A
CPT0204360003
Normal
N/A
CPT0168080003
Tumor
N/A
CPT0078580003
Tumor
N/A
CPT0127480003
Tumor
N/A
CPT0204420003
Normal
N/A
CPT0218830004
Tumor
N/A
CPT0225730003
Tumor
N/A
CPT0093360003
Tumor
N/A
CPT0168270003
Tumor
N/A
CPT0206450003
Tumor
N/A
CPT0207090003
Tumor
N/A
CPT0104220003
Tumor
N/A
CPT0224600003
Tumor
N/A
CPT0087950003
Tumor
N/A
CPT0204330003
Normal
N/A
CPT0199770003
Tumor
N/A
CPT0205570003
Tumor
N/A
CPT0093550003
Tumor
N/A
CPT0167970003
Tumor
N/A
CPT0182580003
Tumor
N/A
CPT0168480003
Tumor
N/A
CPT0206230003
Tumor
N/A
CPT0189750004
Tumor
N/A
CPT0217100003
Tumor
N/A
CPT0064890003
Tumor
N/A
CPT0217190003
Tumor
N/A
CPT0218770003
Tumor
N/A
CPT0125510003
Tumor
N/A
CPT0217060003
Tumor
N/A
CPT0071100003
Tumor
N/A
Show allShow less
GLIOMA - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.