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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.
GSTM3 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
58.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
1007.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
1000.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
526.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
410.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
154.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
153.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
78.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
63.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
17.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
16.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
15.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
15.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
14.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
14.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
13.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
13.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
13.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
12.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
10.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
10.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
9.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
9.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
7.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
7.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
7.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
7.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
6.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
6.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
6.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
5.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
5.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
5.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
5.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
5.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
4.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
4.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
4.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
3.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
3.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
3.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
3.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
3.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
3.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
2.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
2.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
2.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
2.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
2.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
2.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
1.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
1.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
1.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
GSTM3 is potential prognostic, high expression is favorable 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
18.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
266.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
144.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
144.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
117.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
102.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
90.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
88.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
86.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
84.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
76.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
68.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
63.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
62.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
60.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
56.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
56.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
52.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
50.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
50.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
48.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
47.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
47.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
46.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
44.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
44.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
43.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
43.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
42.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
42.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
42.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
42.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
40.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
40.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
40.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
39.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
39.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
39.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
39.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
39.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
38.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
37.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
37.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
36.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
36.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
36.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
35.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
35.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
35.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
34.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
34.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
34.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
34.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
34.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
33.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
33.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
33.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
33.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
33.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
32.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
32.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
32.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
32.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
32.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
31.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
31.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
30.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
30.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
30.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
30.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
30.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
30.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
29.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
29.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
29.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
29.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
29.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
29.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
29.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
29.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
29.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
28.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
28.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
28.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
28.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
28.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
28.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
27.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
27.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
27.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
27.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
27.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
27.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
27.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
27.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
27.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
26.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
26.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
26.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
26.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
26.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
26.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
26.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
25.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
25.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
25.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
25.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
25.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
25.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
25.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
25.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
25.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
25.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
25.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
25.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
25.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
25.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
25.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
25.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
25.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
25.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
24.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
24.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
24.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
24.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
24.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
24.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
24.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
24.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
24.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
24.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
24.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
24.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
23.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
23.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
23.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
23.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
23.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
23.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
23.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
23.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
22.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
22.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
22.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
22.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
22.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
22.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
22.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
22.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
22.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
22.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
21.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
21.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
21.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
21.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
21.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
21.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
21.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
21.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
21.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
20.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
20.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
20.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
20.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
20.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
20.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
20.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
20.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
20.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
20.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
20.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
20.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
20.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
19.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
19.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
19.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
19.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
19.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
19.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
19.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
19.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
19.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
19.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
19.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
19.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
19.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
19.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
19.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
19.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
19.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
18.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
18.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
18.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
18.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
18.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
18.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
18.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
18.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
18.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
18.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
18.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
18.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
18.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
17.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
17.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
17.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
17.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
17.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
17.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
17.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
17.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
17.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
17.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
17.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
17.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
17.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
16.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
16.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
16.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
16.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
16.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
16.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
16.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
16.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
16.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
16.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
16.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
15.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
15.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
15.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
15.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
15.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
15.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
15.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
15.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
15.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
15.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
15.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
15.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
15.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
15.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
15.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
15.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
15.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
15.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
15.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
14.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
14.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
14.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
14.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
14.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
14.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
14.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
14.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
14.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
14.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
14.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
14.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
14.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
14.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
14.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
13.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
13.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
13.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
13.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
13.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
13.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
13.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
13.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
13.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
13.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
13.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
13.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
13.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
13.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
13.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
13.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
13.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
13.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
13.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
13.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
12.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
12.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
12.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
12.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
12.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
12.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
12.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
12.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
12.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
12.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
12.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
12.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
12.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
12.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
12.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
12.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
12.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
12.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
12.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
12.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
12.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
11.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
11.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
11.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
11.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
11.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
11.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
11.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
11.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
11.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
11.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
11.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
11.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
11.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
11.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
11.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
11.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
11.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
11.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
11.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
10.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
10.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
10.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
10.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
10.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
10.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
10.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
10.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
10.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
10.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
10.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
10.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
10.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
10.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
10.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
10.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
10.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
10.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
10.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
10.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
10.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
10.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
10.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
10.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
9.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
9.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
9.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
9.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
9.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
9.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
9.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
9.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
9.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
9.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
9.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
9.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
9.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
9.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
9.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
9.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
9.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
9.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
9.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
8.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
8.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
8.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
8.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
8.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
8.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
8.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
8.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
8.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
8.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
8.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
8.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
8.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
8.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
8.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
8.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
8.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
8.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
8.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
8.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
8.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
8.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
8.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
8.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
8.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
8.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
8.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
8.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
8.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
8.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
8.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
7.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
7.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
7.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
7.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
7.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
7.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
7.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
7.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
7.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
7.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
7.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
7.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
7.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
7.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
7.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
6.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
6.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
6.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
6.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
6.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
6.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
6.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
6.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
6.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
6.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
6.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
6.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
6.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
6.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
6.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
6.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
6.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
6.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
6.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
5.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
5.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
5.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
5.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
5.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
5.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
5.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
5.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
5.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
5.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
5.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
5.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
5.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
5.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
5.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
4.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
4.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
4.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
4.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
4.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
4.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
4.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
4.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
4.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
4.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
4.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
4.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
4.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
4.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
4.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
4.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
4.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
4.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
3.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
3.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
3.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
3.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
3.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
3.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
3.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
3.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
3.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
3.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
3.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
3.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
3.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
3.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
3.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
3.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
3.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
3.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
3.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
3.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
3.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
2.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
2.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
2.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
2.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
2.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
2.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
2.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
2.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
2.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
2.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
2.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
2.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
2.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
2.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
2.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
2.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
2.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
2.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
2.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
2.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
1.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
1.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
1.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
1.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
1.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
1.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
1.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
1.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
1.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
1.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
1.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
1.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 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.
GSTM3 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
18.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
95.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
57.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
56.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
56.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
49.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
49.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
37.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
36.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
34.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
32.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
32.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
30.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
30.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
29.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
28.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
27.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
27.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
27.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
27.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
25.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
25.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
24.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
24.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
24.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
23.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
23.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
22.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
22.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
22.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
22.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
21.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
21.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
21.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
20.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
19.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
19.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
19.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
19.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
19.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
18.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
18.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
18.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
18.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
17.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
17.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
16.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
16.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
16.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
15.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
15.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
15.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
15.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
15.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
15.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
15.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
14.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
14.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
14.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
13.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
13.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
13.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
13.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
13.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
13.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
13.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
12.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
12.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
12.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
11.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
11.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
10.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
10.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
10.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
9.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
9.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
9.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
9.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
8.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
8.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
8.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
7.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
7.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
6.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
6.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
5.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
4.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
4.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
4.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
3.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
3.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
3.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
3.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
2.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
2.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
1.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
1.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
1.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
1.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
0.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
GSTM3 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
33.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
1816.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
583.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
525.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
422.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
309.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
262.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
207.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
191.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
183.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
85.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
82.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
74.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
66.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
65.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
62.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
61.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
56.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
56.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
55.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
53.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
53.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
51.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
51.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
49.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
48.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
44.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
43.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
42.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
42.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
41.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
40.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
38.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
38.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
36.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
36.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
36.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
36.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
36.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
35.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
34.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
34.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
33.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
33.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
32.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
31.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
30.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
30.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
29.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
29.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
29.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
29.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
28.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
28.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
28.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
27.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
27.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
27.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
27.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
27.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
27.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
27.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
26.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
26.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
26.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
26.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
25.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
25.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
25.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
25.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
25.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
24.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
24.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
24.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
24.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
24.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
23.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
23.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
22.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
22.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
22.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
22.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
22.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
21.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
21.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
21.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
21.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
21.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
20.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
20.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
20.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
20.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
20.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
20.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
20.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
20.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
20.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
20.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
20.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
20.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
19.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
19.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
19.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
19.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
19.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
19.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
19.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
19.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
19.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
18.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
18.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
18.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
18.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
18.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
18.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
18.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
18.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
18.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
18.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
18.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
17.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
17.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
17.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
17.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
17.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
17.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
17.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
17.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
17.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
17.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
16.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
16.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
16.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
16.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
16.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
15.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
15.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
15.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
15.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
15.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
15.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
15.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
15.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
14.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
14.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
14.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
14.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
14.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
14.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
14.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
14.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
14.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
14.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
13.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
13.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
13.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
13.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
13.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
13.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
13.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
13.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
13.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
13.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
13.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
13.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
13.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
12.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
12.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
12.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
12.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
12.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
12.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
12.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
12.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
11.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
11.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
11.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
11.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
11.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
11.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
11.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
11.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
11.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
10.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
10.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
10.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
10.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
10.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
9.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
9.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
9.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
9.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
9.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
9.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
9.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
9.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
9.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
9.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
9.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
9.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
9.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
8.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
8.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
8.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
8.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
8.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
8.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
8.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
8.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
7.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
7.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
7.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
7.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
7.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
7.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
7.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
7.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
7.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
6.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
6.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
6.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
6.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
6.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
6.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
6.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
6.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
6.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
6.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
6.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
6.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
6.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
6.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
5.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
5.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
5.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
5.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
4.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
4.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
4.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
4.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
4.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
4.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
4.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
4.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
4.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
4.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
4.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
4.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
4.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
4.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
3.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
3.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
3.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
3.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
3.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
3.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
2.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
2.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
2.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
2.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
2.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
2.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
2.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
2.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
2.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
1.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
1.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
1.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
1.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
1.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
1.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
0.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012640003
Normal
2.0
CPT0088640003
Normal
1.8
CPT0001550001
Normal
1.5
CPT0079510001
Normal
1.4
CPT0001230001
Normal
1.4
CPT0009020003
Normal
1.4
CPT0019160001
Normal
1.3
CPT0025920001
Normal
1.3
CPT0069010001
Normal
1.3
CPT0002370001
Normal
1.2
CPT0086370003
Normal
1.1
CPT0063330001
Normal
1.1
CPT0081620001
Normal
1.1
CPT0077140001
Normal
1.0
CPT0001510001
Normal
1.0
CPT0020130001
Normal
1.0
CPT0079300001
Normal
1.0
CPT0078670001
Normal
1.0
CPT0066520001
Normal
0.9
CPT0069190001
Normal
0.9
CPT0079000001
Normal
0.9
CPT0009080003
Normal
0.8
CPT0087050003
Normal
0.8
CPT0000790001
Normal
0.8
CPT0065450001
Normal
0.8
CPT0078940001
Normal
0.8
CPT0012090003
Normal
0.8
CPT0020020001
Normal
0.8
CPT0086890003
Normal
0.8
CPT0077500001
Normal
0.8
CPT0088500001
Normal
0.7
CPT0088780001
Normal
0.7
CPT0078530001
Normal
0.7
CPT0023360001
Normal
0.7
CPT0018250001
Normal
0.7
CPT0025610001
Normal
0.6
CPT0092310003
Normal
0.6
CPT0012770003
Normal
0.6
CPT0013790003
Normal
0.5
CPT0007470001
Normal
0.5
CPT0064400001
Normal
0.5
CPT0012920003
Normal
0.5
CPT0007870001
Normal
0.5
CPT0006730001
Normal
0.5
CPT0092190003
Normal
0.5
CPT0023710001
Normal
0.4
CPT0012290003
Normal
0.4
CPT0012570003
Normal
0.4
CPT0066430001
Normal
0.4
CPT0075170001
Normal
0.4
CPT0089040001
Normal
0.4
CPT0026420001
Normal
0.4
CPT0076350001
Normal
0.4
CPT0075570001
Normal
0.3
CPT0088570001
Normal
0.3
CPT0088710001
Normal
0.3
CPT0012080003
Tumor
0.3
CPT0088920001
Normal
0.3
CPT0025110003
Tumor
0.3
CPT0092800003
Normal
0.3
CPT0006950001
Normal
0.3
CPT0014130001
Normal
0.2
CPT0009060003
Tumor
0.2
CPT0017450001
Normal
0.2
CPT0069000003
Tumor
0.2
CPT0000890001
Normal
0.2
CPT0010170001
Normal
0.2
CPT0065820001
Normal
0.2
CPT0063640001
Normal
0.2
CPT0010120001
Normal
0.2
CPT0024680001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0011410003
Tumor
0.1
CPT0092740003
Normal
0.1
CPT0066480003
Tumor
0.1
CPT0088630003
Tumor
0.0
CPT0077110003
Tumor
-0.1
CPT0019130003
Tumor
-0.1
CPT0079430001
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0014470001
Normal
-0.2
CPT0012370003
Tumor
-0.2
CPT0082010001
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0077320001
Normal
-0.2
CPT0088760003
Tumor
-0.2
CPT0084590001
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0000640003
Tumor
-0.2
CPT0000660001
Normal
-0.2
CPT0081600003
Tumor
-0.2
CPT0079230003
Tumor
-0.2
CPT0014350001
Normal
-0.3
CPT0078840001
Normal
-0.3
CPT0001270001
Normal
-0.3
CPT0009000003
Tumor
-0.4
CPT0001220008
Tumor
-0.4
CPT0025350003
Tumor
-0.4
CPT0001190001
Normal
-0.4
CPT0011240003
Tumor
-0.5
CPT0071150004
Tumor
-0.5
CPT0078510003
Tumor
-0.5
CPT0087040003
Tumor
-0.5
CPT0000870016
Tumor
-0.5
CPT0078990003
Tumor
-0.5
CPT0075720003
Tumor
-0.6
CPT0001540009
Tumor
-0.6
CPT0025580004
Tumor
-0.6
CPT0088900003
Tumor
-0.6
CPT0000780007
Tumor
-0.6
CPT0010160003
Tumor
-0.6
CPT0089020003
Tumor
-0.6
CPT0002270011
Tumor
-0.6
CPT0076330003
Tumor
-0.7
CPT0019990003
Tumor
-0.7
CPT0015910003
Tumor
-0.7
CPT0086870003
Tumor
-0.7
CPT0092290003
Tumor
-0.7
CPT0092160003
Tumor
-0.7
CPT0017850003
Tumor
-0.7
CPT0075130003
Tumor
-0.7
CPT0026410003
Tumor
-0.8
CPT0014160003
Tumor
-0.8
CPT0088690003
Tumor
-0.8
CPT0077490003
Tumor
-0.8
CPT0025060001
Normal
-0.8
CPT0079480003
Tumor
-0.9
CPT0075560003
Tumor
-0.9
CPT0001500009
Tumor
-0.9
CPT0063320003
Tumor
-0.9
CPT0084560003
Tumor
-0.9
CPT0088970003
Tumor
-1.0
CPT0006900003
Tumor
-1.0
CPT0025880003
Tumor
-1.0
CPT0066470004
Tumor
-1.0
CPT0086360003
Tumor
-1.0
CPT0014450004
Tumor
-1.0
CPT0081990003
Tumor
-1.1
CPT0065870003
Tumor
-1.1
CPT0002350011
Tumor
-1.1
CPT0088480003
Tumor
-1.1
CPT0025290003
Tumor
-1.1
CPT0092790003
Tumor
-1.1
CPT0078930003
Tumor
-1.1
CPT0020120003
Tumor
-1.2
CPT0079380003
Tumor
-1.2
CPT0065430003
Tumor
-1.2
CPT0078660003
Tumor
-1.2
CPT0023350003
Tumor
-1.2
CPT0025170003
Tumor
-1.2
CPT0023690003
Tumor
-1.3
CPT0065810003
Tumor
-1.3
CPT0012280003
Tumor
-1.3
CPT0077310003
Tumor
-1.3
CPT0006440003
Tumor
-1.3
CPT0007320003
Tumor
-1.3
CPT0063630003
Tumor
-1.4
CPT0092730003
Tumor
-1.4
CPT0086030003
Tumor
-1.4
CPT0017410003
Tumor
-1.4
CPT0085670003
Tumor
-1.5
CPT0006630003
Tumor
-1.5
CPT0012670003
Tumor
-1.5
CPT0001260009
Tumor
-1.5
CPT0064370003
Tumor
-1.5
CPT0089460004
Tumor
-1.5
CPT0065930003
Tumor
-1.6
CPT0065750003
Tumor
-1.6
CPT0015810003
Tumor
-1.6
CPT0021240003
Tumor
-1.6
CPT0012900004
Tumor
-1.6
CPT0025050003
Tumor
-1.6
CPT0015730003
Tumor
-1.6
CPT0007860003
Tumor
-1.7
CPT0065690003
Tumor
-1.7
CPT0012180003
Tumor
-1.7
CPT0088550004
Tumor
-1.7
CPT0069160003
Tumor
-1.8
CPT0024670003
Tumor
-1.9
CPT0079180003
Tumor
-1.9
CPT0010110003
Tumor
-1.9
CPT0012550003
Tumor
-2.1
CPT0079270003
Tumor
-2.1
CPT0001340003
Tumor
-2.1
CPT0086820003
Tumor
-2.1
CPT0014370004
Tumor
-2.1
CPT0079410003
Tumor
-2.2
CPT0001180009
Tumor
-2.2
CPT0025230003
Tumor
-2.2
CPT0081880003
Tumor
-2.4
CPT0086950003
Tumor
-2.4
CPT0078830003
Tumor
-2.6
CPT0078800003
Tumor
-3.3
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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
