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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.
GSTM1 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
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
64.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
1897.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
761.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
518.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
315.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
88.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
77.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
54.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
50.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
37.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
36.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
34.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
33.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
30.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
22.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
18.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
17.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
14.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
14.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
13.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
13.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
13.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
12.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
11.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
8.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
7.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
6.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
5.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
5.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
4.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
4.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
4.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
3.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
3.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
2.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
2.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
1.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
1.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
0.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
0.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
0.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
0.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
0.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
0.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 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.
GSTM1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
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
39.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
224.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
220.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
220.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
206.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
203.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
191.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
190.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
185.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
173.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
164.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
156.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
152.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
151.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
150.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
143.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
141.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
134.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
133.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
130.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
128.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
128.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
124.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
123.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
123.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
122.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
121.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
121.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
119.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
118.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
117.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
117.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
114.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
113.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
110.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
110.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
109.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
105.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
104.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
103.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
102.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
102.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
101.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
100.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
100.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
99.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
98.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
97.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
96.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
96.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
96.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
96.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
95.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
95.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
95.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
93.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
93.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
92.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
91.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
90.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
90.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
89.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
89.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
89.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
88.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
88.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
87.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
87.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
87.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
87.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
87.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
86.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
86.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
86.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
86.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
86.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
86.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
85.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
85.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
84.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
82.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
82.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
81.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
81.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
81.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
81.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
80.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
80.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
80.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
80.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
79.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
79.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
78.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
78.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
78.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
77.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
77.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
77.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
77.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
76.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
76.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
76.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
76.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
76.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
75.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
75.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
75.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
75.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
74.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
74.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
73.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
73.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
72.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
72.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
72.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
72.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
71.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
71.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
71.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
71.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
71.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
71.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
71.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
70.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
70.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
70.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
69.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
69.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
69.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
69.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
68.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
68.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
68.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
68.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
68.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
67.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
67.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
66.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
65.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
65.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
65.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
65.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
65.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
65.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
64.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
64.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
64.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
64.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
64.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
64.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
63.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
63.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
62.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
62.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
62.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
62.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
62.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
62.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
61.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
61.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
60.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
60.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
60.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
60.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
60.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
60.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
60.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
59.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
59.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
59.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
59.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
58.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
58.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
58.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
58.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
57.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
57.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
57.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
56.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
55.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
55.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
55.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
55.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
55.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
54.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
54.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
54.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
54.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
53.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
53.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
53.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
52.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
52.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
52.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
51.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
51.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
51.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
50.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
50.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
49.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
48.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
48.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
48.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
48.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
48.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
48.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
47.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
47.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
47.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
47.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
47.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
47.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
46.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
46.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
46.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
46.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
46.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
46.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
46.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
46.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
45.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
45.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
44.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
44.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
43.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
41.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
41.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
41.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
41.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
41.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
40.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
40.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
39.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
39.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
38.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
38.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
38.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
38.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
37.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
37.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
37.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
37.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
36.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
36.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
36.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
36.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
36.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
36.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
35.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
35.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
35.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
34.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
34.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
34.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
34.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
32.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
32.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
32.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
31.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
31.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
30.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
30.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
28.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
28.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
27.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
25.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
25.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
25.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
25.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
25.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
24.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
24.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
23.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
23.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
22.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
21.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
21.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
19.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
18.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
18.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
17.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
14.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
14.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
12.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
11.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
10.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
10.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
9.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
8.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
8.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
6.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
6.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
6.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
6.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
5.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
5.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
5.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
4.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
4.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
4.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
3.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
3.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
3.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
2.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
2.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
2.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
2.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
2.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
2.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
2.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
2.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
2.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
2.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
2.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
2.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
2.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
2.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
2.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
2.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
2.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
1.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
1.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
1.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
1.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
1.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
1.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
1.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
1.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
1.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
1.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
1.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
1.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
1.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
1.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
1.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
1.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
1.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
1.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
1.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
1.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
1.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
1.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
1.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
1.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
1.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
1.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
1.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
1.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
1.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
1.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
1.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
1.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
1.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
1.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
1.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
1.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
1.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
1.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
1.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
1.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
1.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
1.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
1.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
1.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
1.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
1.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
1.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
1.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
1.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
1.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
1.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
0.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
0.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
0.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
0.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
0.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
0.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
0.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
0.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
0.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
0.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
0.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
0.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
0.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
0.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
0.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
0.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
0.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
0.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
0.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
0.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
0.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
0.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
0.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
0.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
0.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
0.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
0.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
0.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
0.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
0.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
0.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
0.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
0.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
0.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
0.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
0.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
0.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
0.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
0.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
0.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
0.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
0.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
0.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
0.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
0.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
0.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
0.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
0.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
0.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
0.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
0.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
0.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
0.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
0.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
0.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
0.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
0.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
0.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
0.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
0.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
0.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
0.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
0.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
0.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
0.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
0.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
0.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
0.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
0.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
0.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
0.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
0.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
0.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
0.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
0.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
0.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
0.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
0.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
0.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
0.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
0.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
0.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
0.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
0.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
0.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
0.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
0.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
0.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
0.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
0.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
0.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
0.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
0.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
0.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
0.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
0.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
0.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
0.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
0.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
0.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
0.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
0.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
0.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
0.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
0.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
0.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
0.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
0.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
0.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
0.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
0.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
0.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
0.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
0.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
0.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
0.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
0.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
0.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
0.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
0.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
0.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
0.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
0.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
0.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
0.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
0.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
0.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
0.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
0.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
0.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
0.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
0.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
0.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
0.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
0.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
0.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
0.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
0.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
0.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
0.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
0.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
0.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 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.
GSTM1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
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
16.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
98.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
91.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
75.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
74.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
69.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
57.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
55.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
49.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
47.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
44.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
43.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
39.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
38.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
38.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
38.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
38.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
37.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
36.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
36.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
35.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
35.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
35.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
34.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
33.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
32.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
32.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
31.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
31.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
31.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
29.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
29.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
28.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
28.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
26.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
25.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
23.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
21.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
19.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
19.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
15.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
15.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
12.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
11.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
8.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
7.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
2.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
1.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
0.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
0.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
0.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
0.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
0.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
0.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
0.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
0.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
0.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
0.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
0.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
0.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
0.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
0.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
0.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
0.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
0.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
0.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
0.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
0.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
0.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
0.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
0.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
0.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
0.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
0.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
0.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
0.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
0.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
0.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
0.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
0.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
0.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
0.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
0.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
0.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
0.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
0.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
0.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
0.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
0.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
0.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
0.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
0.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
0.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
0.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
0.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
0.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
0.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
0.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
0.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
0.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 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.
GSTM1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
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
62.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
9378.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
2352.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
298.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
192.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
189.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
131.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
119.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
105.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
95.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
93.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
93.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
92.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
90.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
81.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
73.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
72.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
71.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
66.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
66.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
66.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
66.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
66.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
66.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
65.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
64.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
63.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
63.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
62.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
61.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
60.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
56.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
55.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
52.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
52.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
52.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
51.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
49.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
48.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
47.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
47.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
47.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
46.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
45.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
44.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
44.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
43.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
43.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
42.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
42.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
41.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
41.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
41.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
40.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
40.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
40.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
40.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
40.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
40.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
39.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
39.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
39.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
38.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
36.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
36.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
36.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
36.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
35.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
35.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
35.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
34.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
34.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
33.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
33.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
32.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
32.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
31.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
31.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
31.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
31.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
30.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
30.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
29.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
28.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
28.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
28.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
28.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
28.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
28.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
27.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
27.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
26.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
26.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
25.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
25.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
24.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
24.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
24.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
24.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
24.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
23.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
23.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
22.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
22.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
22.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
21.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
21.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
20.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
18.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
17.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
17.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
17.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
17.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
17.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
17.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
17.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
16.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
16.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
15.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
15.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
14.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
14.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
13.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
12.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
10.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
10.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
10.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
9.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
9.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
9.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
8.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
8.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
8.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
8.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
7.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
6.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
6.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
6.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
6.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
5.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
5.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
4.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
4.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
4.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
4.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
4.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
4.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
4.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
4.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
3.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
3.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
3.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
3.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
3.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
3.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
3.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
3.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
2.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
2.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
2.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
2.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
2.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
2.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
2.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
2.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
2.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
2.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
2.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
2.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
1.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
1.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
1.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
1.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
1.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
1.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
1.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
1.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
1.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
1.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
1.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
1.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
1.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
1.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
1.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
1.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
1.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
1.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
1.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
1.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
1.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
1.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
1.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
1.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
1.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
1.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
1.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
1.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
1.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
0.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
0.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
0.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
0.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
0.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
0.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
0.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
0.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
0.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
0.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
0.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
0.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
0.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
0.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
0.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
0.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
0.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
0.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
0.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
0.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
0.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
0.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
0.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
0.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
0.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
0.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
0.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
0.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
0.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
0.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
0.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
0.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
0.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
0.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
0.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
0.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
0.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
0.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
0.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
0.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
0.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
0.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
0.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
0.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
0.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
0.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
0.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
0.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
0.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
0.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0009000003
Tumor
1.7
CPT0086370003
Normal
1.5
CPT0001230001
Normal
1.5
CPT0012080003
Tumor
1.4
CPT0009020003
Normal
1.4
CPT0086870003
Tumor
1.4
CPT0079230003
Tumor
1.3
CPT0086890003
Normal
1.3
CPT0065450001
Normal
1.3
CPT0012640003
Normal
1.2
CPT0024680001
Normal
1.2
CPT0025580004
Tumor
1.1
CPT0078990003
Tumor
1.1
CPT0025610001
Normal
1.0
CPT0064400001
Normal
1.0
CPT0024670003
Tumor
1.0
CPT0026410003
Tumor
1.0
CPT0077110003
Tumor
0.9
CPT0088630003
Tumor
0.9
CPT0001220008
Tumor
0.9
CPT0086360003
Tumor
0.9
CPT0088500001
Normal
0.9
CPT0088640003
Normal
0.8
CPT0082010001
Normal
0.8
CPT0081620001
Normal
0.8
CPT0079000001
Normal
0.8
CPT0085670003
Tumor
0.8
CPT0089020003
Tumor
0.8
CPT0088900003
Tumor
0.8
CPT0077490003
Tumor
0.8
CPT0014450004
Tumor
0.7
CPT0012370003
Tumor
0.7
CPT0017450001
Normal
0.7
CPT0088970003
Tumor
0.7
CPT0089040001
Normal
0.7
CPT0000870016
Tumor
0.7
CPT0014470001
Normal
0.7
CPT0088920001
Normal
0.7
CPT0012770003
Normal
0.7
CPT0081990003
Tumor
0.6
CPT0081600003
Tumor
0.6
CPT0023360001
Normal
0.6
CPT0087050003
Normal
0.6
CPT0010120001
Normal
0.6
CPT0088760003
Tumor
0.6
CPT0077140001
Normal
0.6
CPT0012090003
Normal
0.6
CPT0088480003
Tumor
0.6
CPT0088780001
Normal
0.5
CPT0011410003
Tumor
0.5
CPT0026420001
Normal
0.5
CPT0006900003
Tumor
0.5
CPT0011240003
Tumor
0.5
CPT0025290003
Tumor
0.5
CPT0087040003
Tumor
0.4
CPT0007870001
Normal
0.4
CPT0025880003
Tumor
0.4
CPT0007860003
Tumor
0.4
CPT0013790003
Normal
0.3
CPT0071150004
Tumor
0.3
CPT0066520001
Normal
0.3
CPT0078510003
Tumor
0.3
CPT0000890001
Normal
0.3
CPT0001180009
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0006950001
Normal
0.2
CPT0014130001
Normal
0.2
CPT0079430001
Normal
0.2
CPT0010110003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0064370003
Tumor
0.2
CPT0069190001
Normal
0.2
CPT0066480003
Tumor
0.2
CPT0092190003
Normal
0.1
CPT0077500001
Normal
0.1
CPT0077310003
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0081880003
Tumor
0.1
CPT0063640001
Normal
0.1
CPT0015730003
Tumor
0.1
CPT0078530001
Normal
0.0
CPT0079410003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0077320001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0088690003
Tumor
-0.1
CPT0065430003
Tumor
-0.1
CPT0084590001
Normal
-0.1
CPT0000640003
Tumor
-0.2
CPT0092160003
Tumor
-0.2
CPT0089460004
Tumor
-0.3
CPT0002270011
Tumor
-0.3
CPT0021240003
Tumor
-0.4
CPT0019990003
Tumor
-0.4
CPT0084560003
Tumor
-0.4
CPT0025110003
Tumor
-0.4
CPT0092740003
Normal
-0.5
CPT0066430001
Normal
-0.5
CPT0079270003
Tumor
-0.5
CPT0078830003
Tumor
-0.5
CPT0012570003
Normal
-0.5
CPT0063630003
Tumor
-0.5
CPT0089480003
Normal
-0.5
CPT0019160001
Normal
-0.6
CPT0014350001
Normal
-0.6
CPT0079510001
Normal
-0.6
CPT0023350003
Tumor
-0.6
CPT0002370001
Normal
-0.6
CPT0025920001
Normal
-0.6
CPT0065750003
Tumor
-0.6
CPT0020020001
Normal
-0.7
CPT0001550001
Normal
-0.7
CPT0066470004
Tumor
-0.7
CPT0015910003
Tumor
-0.7
CPT0007470001
Normal
-0.7
CPT0000790001
Normal
-0.7
CPT0092290003
Tumor
-0.7
CPT0092730003
Tumor
-0.7
CPT0063330001
Normal
-0.7
CPT0006630003
Tumor
-0.8
CPT0025350003
Tumor
-0.8
CPT0002350011
Tumor
-0.8
CPT0092310003
Normal
-0.8
CPT0079480003
Tumor
-0.8
CPT0025050003
Tumor
-0.8
CPT0015810003
Tumor
-0.8
CPT0063320003
Tumor
-0.8
CPT0010160003
Tumor
-0.8
CPT0019130003
Tumor
-0.9
CPT0079300001
Normal
-0.9
CPT0025230003
Tumor
-0.9
CPT0009080003
Normal
-0.9
CPT0078670001
Normal
-0.9
CPT0012280003
Tumor
-0.9
CPT0069010001
Normal
-0.9
CPT0006730001
Normal
-1.0
CPT0086970003
Normal
-1.0
CPT0014370004
Tumor
-1.0
CPT0078940001
Normal
-1.0
CPT0012180003
Tumor
-1.0
CPT0079180003
Tumor
-1.0
CPT0025170003
Tumor
-1.0
CPT0012290003
Normal
-1.0
CPT0018250001
Normal
-1.0
CPT0023690003
Tumor
-1.0
CPT0012920003
Normal
-1.0
CPT0069160003
Tumor
-1.1
CPT0025060001
Normal
-1.1
CPT0001510001
Normal
-1.1
CPT0075570001
Normal
-1.1
CPT0065810003
Tumor
-1.1
CPT0001540009
Tumor
-1.1
CPT0010170001
Normal
-1.1
CPT0078840001
Normal
-1.1
CPT0001350001
Normal
-1.1
CPT0078930003
Tumor
-1.1
CPT0001500009
Tumor
-1.1
CPT0086030003
Tumor
-1.2
CPT0023710001
Normal
-1.2
CPT0020130001
Normal
-1.2
CPT0088570001
Normal
-1.2
CPT0006530001
Normal
-1.2
CPT0012900004
Tumor
-1.2
CPT0006440003
Tumor
-1.3
CPT0065930003
Tumor
-1.3
CPT0012550003
Tumor
-1.3
CPT0075170001
Normal
-1.3
CPT0075720003
Tumor
-1.3
CPT0001270001
Normal
-1.3
CPT0000780007
Tumor
-1.3
CPT0069000003
Tumor
-1.3
CPT0020120003
Tumor
-1.4
CPT0088550004
Tumor
-1.4
CPT0076350001
Normal
-1.4
CPT0076330003
Tumor
-1.4
CPT0000660001
Normal
-1.5
CPT0079380003
Tumor
-1.5
CPT0078660003
Tumor
-1.5
CPT0065690003
Tumor
-1.5
CPT0065820001
Normal
-1.5
CPT0009060003
Tumor
-1.6
CPT0075560003
Tumor
-1.6
CPT0007320003
Tumor
-1.6
CPT0092800003
Normal
-1.6
CPT0092790003
Tumor
-1.6
CPT0086820003
Tumor
-1.6
CPT0086830003
Normal
-1.7
CPT0017850003
Tumor
-1.8
CPT0086950003
Tumor
-1.9
CPT0075130003
Tumor
-1.9
CPT0001260009
Tumor
-2.0
CPT0078800003
Tumor
-2.5
CPT0001340003
Tumor
-2.7
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RENAL CANCER - 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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
