We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRPV2 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
5.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
44.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
27.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
22.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
17.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
14.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
14.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
14.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
12.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
12.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
10.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
9.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
8.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
7.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
7.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
6.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
5.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
5.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
4.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
4.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
4.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
4.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
4.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
4.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
3.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
3.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
3.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
3.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
3.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
3.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
3.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
3.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
3.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
3.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
3.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
2.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
2.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
2.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
2.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
2.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
2.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
2.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
2.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
2.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
2.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
2.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
2.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
1.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
1.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 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.
TRPV2 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
48.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
36.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
35.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
33.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
33.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
32.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
31.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
31.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
31.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
30.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
29.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
29.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
29.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
28.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
28.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
28.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
27.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
26.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
26.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
25.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
25.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
25.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
25.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
25.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
25.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
24.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
24.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
24.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
24.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
24.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
23.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
23.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
23.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
23.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
23.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
22.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
22.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
22.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
22.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
22.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
22.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
22.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
22.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
22.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
22.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
22.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
22.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
21.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
21.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
21.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
21.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
21.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
20.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
20.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
20.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
20.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
20.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
20.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
20.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
20.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
20.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
20.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
20.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
20.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
20.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
20.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
19.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
19.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
19.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
19.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
19.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
19.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
19.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
19.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
19.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
19.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
19.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
19.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
19.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
18.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
18.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
18.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
18.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
18.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
18.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
18.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
18.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
18.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
18.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
18.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
18.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
18.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
18.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
18.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
18.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
18.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
18.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
18.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
18.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
18.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
17.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
17.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
17.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
17.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
17.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
17.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
17.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
17.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
17.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
17.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
17.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
17.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
17.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
17.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
17.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
17.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
17.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
17.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
17.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
17.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
17.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
17.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
17.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
17.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
17.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
17.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
17.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
17.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
16.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
16.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
16.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
16.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
16.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
16.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
16.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
16.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
16.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
16.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
16.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
16.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
16.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
16.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
16.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
16.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
16.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
16.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
16.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
16.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
16.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
16.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
16.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
16.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
16.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
16.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
16.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
16.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
16.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
16.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
16.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
15.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
15.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
15.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
15.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
15.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
15.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
15.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
15.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
15.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
15.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
15.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
15.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
15.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
15.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
15.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
15.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
15.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
15.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
15.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
15.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
15.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
15.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
15.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
15.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
15.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
15.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
15.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
15.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
15.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
15.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
15.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
15.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
15.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
15.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
15.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
15.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
15.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
15.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
14.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
14.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
14.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
14.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
14.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
14.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
14.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
14.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
14.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
14.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
14.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
14.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
14.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
14.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
14.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
14.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
14.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
14.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
14.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
14.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
14.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
14.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
14.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
14.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
14.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
14.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
14.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
14.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
14.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
14.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
14.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
14.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
14.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
14.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
14.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
14.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
14.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
14.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
14.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
13.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
13.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
13.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
13.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
13.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
13.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
13.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
13.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
13.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
13.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
13.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
13.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
13.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
13.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
13.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
13.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
13.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
13.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
13.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
13.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
13.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
13.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
13.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
13.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
13.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
13.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
13.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
13.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
13.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
13.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
13.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
13.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
13.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
13.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
13.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
13.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
13.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
12.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
12.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
12.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
12.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
12.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
12.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
12.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
12.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
12.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
12.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
12.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
12.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
12.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
12.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
12.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
12.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
12.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
12.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
12.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
12.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
12.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
12.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
12.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
12.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
12.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
12.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
12.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
12.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
12.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
12.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
12.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
12.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
12.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
12.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
12.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
12.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
12.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
12.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
12.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
12.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
12.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
12.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
11.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
11.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
11.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
11.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
11.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
11.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
11.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
11.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
11.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
11.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
11.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
11.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
11.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
11.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
11.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
11.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
11.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
11.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
11.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
11.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
11.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
11.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
11.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
11.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
11.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
11.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
11.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
11.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
11.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
11.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
11.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
11.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
11.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
11.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
11.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
11.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
10.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
10.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
10.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
10.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
10.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
10.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
10.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
10.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
10.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
10.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
10.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
10.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
10.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
10.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
10.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
10.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
10.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
10.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
10.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
10.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
10.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
10.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
10.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
10.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
10.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
10.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
10.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
10.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
10.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
10.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
10.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
10.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
10.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
10.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
10.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
10.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
10.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
10.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
10.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
9.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
9.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
9.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
9.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
9.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
9.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
9.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
9.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
9.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
9.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
9.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
9.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
9.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
9.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
9.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
9.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
9.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
9.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
9.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
9.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
9.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
9.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
9.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
9.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
8.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
8.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
8.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
8.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
8.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
8.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
8.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
8.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
8.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
8.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
8.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
8.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
8.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
8.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
8.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
8.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
8.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
8.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
8.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
8.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
8.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
8.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
8.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
8.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
8.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
7.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
7.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
7.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
7.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
7.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
7.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
7.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
7.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
7.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
7.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
7.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
7.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
7.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
7.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
7.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
7.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
7.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
7.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
7.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
7.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
7.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
7.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
7.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
7.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
6.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
6.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
6.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
6.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
6.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
6.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
6.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
6.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
6.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
6.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
6.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
6.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
6.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
6.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
6.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
6.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
6.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
6.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
5.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
5.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
5.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
5.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
5.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
5.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
5.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
5.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
5.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
5.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
4.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
4.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
4.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
4.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
4.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
4.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
3.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
3.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
3.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
3.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
3.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
3.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
2.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
2.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
2.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
2.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
2.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
2.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
2.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
2.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
2.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
1.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
1.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 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.
TRPV2 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
11.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
33.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
33.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
31.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
28.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
23.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
21.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
21.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
19.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
19.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
19.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
19.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
19.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
18.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
18.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
18.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
17.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
17.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
17.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
16.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
16.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
16.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
15.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
15.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
14.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
14.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
14.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
14.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
14.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
13.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
13.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
13.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
13.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
12.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
12.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
12.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
12.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
12.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
12.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
12.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
12.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
11.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
11.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
11.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
11.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
10.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
10.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
10.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
10.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
10.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
10.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
10.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
10.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
9.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
9.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
9.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
9.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
9.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
9.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
9.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
9.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
9.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
9.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
9.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
9.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
8.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
8.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
8.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
8.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
8.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
8.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
8.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
8.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
8.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
7.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
7.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
7.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
7.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
7.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
7.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
7.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
6.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
6.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
6.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
6.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
6.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
6.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
6.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
5.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
5.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
5.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
4.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
4.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
4.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
4.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
4.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
3.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
3.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
3.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
2.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
TRPV2 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
8.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
60.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
55.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
54.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
51.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
42.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
41.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
38.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
35.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
35.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
33.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
30.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
30.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
29.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
28.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
27.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
26.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
25.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
25.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
24.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
24.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
23.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
23.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
22.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
22.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
22.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
21.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
20.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
20.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
20.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
20.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
19.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
19.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
18.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
18.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
18.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
18.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
18.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
17.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
17.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
16.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
16.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
16.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
16.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
16.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
15.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
15.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
15.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
15.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
15.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
14.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
14.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
14.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
14.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
13.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
13.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
13.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
13.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
13.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
13.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
13.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
13.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
12.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
12.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
12.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
12.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
12.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
12.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
11.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
11.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
11.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
11.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
11.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
11.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
11.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
11.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
10.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
10.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
10.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
10.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
10.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
9.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
9.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
9.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
9.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
9.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
9.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
9.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
9.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
9.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
9.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
9.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
8.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
8.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
8.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
8.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
8.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
8.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
8.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
8.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
7.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
7.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
7.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
7.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
7.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
7.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
7.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
7.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
7.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
7.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
7.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
7.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
7.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
7.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
7.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
7.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
7.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
7.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
7.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
6.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
6.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
6.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
6.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
6.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
6.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
6.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
6.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
6.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
6.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
6.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
6.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
6.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
6.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
6.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
6.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
6.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
6.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
6.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
5.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
5.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
5.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
5.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
5.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
5.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
5.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
5.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
5.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
5.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
5.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
5.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
5.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
5.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
5.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
5.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
5.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
5.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
5.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
5.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
5.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
5.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
5.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
5.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
5.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
4.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
4.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
4.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
4.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
4.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
4.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
4.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
4.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
4.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
4.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
4.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
4.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
4.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
4.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
4.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
4.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
4.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
4.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
4.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
4.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
4.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
4.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
4.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
4.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
3.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
3.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
3.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
3.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
3.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
3.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
3.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
3.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
3.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
3.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
3.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
3.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
3.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
3.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
3.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
3.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
3.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
3.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
3.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
3.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
3.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
3.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
3.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
3.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
3.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
3.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
3.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
3.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
3.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
2.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
2.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
2.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
2.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
2.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
2.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
2.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
2.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
2.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
2.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
2.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
2.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
2.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
2.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
2.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
2.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
1.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
1.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
1.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
1.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
1.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
1.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
1.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
1.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
1.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
1.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
1.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
1.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
1.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
1.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
1.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
1.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
1.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
1.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
1.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
1.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
1.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
1.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
1.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
1.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
1.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
1.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
1.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
1.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
0.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
0.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
0.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088550004
Tumor
1.8
CPT0023350003
Tumor
1.5
CPT0092730003
Tumor
1.5
CPT0078510003
Tumor
1.3
CPT0002350011
Tumor
1.1
CPT0025290003
Tumor
1.0
CPT0078990003
Tumor
1.0
CPT0092290003
Tumor
1.0
CPT0007860003
Tumor
1.0
CPT0086870003
Tumor
0.9
CPT0065690003
Tumor
0.9
CPT0076330003
Tumor
0.9
CPT0079380003
Tumor
0.9
CPT0020120003
Tumor
0.9
CPT0092790003
Tumor
0.8
CPT0078800003
Tumor
0.8
CPT0075560003
Tumor
0.8
CPT0010110003
Tumor
0.8
CPT0019990003
Tumor
0.7
CPT0087040003
Tumor
0.7
CPT0025050003
Tumor
0.7
CPT0088760003
Tumor
0.7
CPT0006900003
Tumor
0.7
CPT0077310003
Tumor
0.7
CPT0081880003
Tumor
0.7
CPT0079410003
Tumor
0.7
CPT0086360003
Tumor
0.7
CPT0089020003
Tumor
0.6
CPT0064370003
Tumor
0.6
CPT0012180003
Tumor
0.6
CPT0092160003
Tumor
0.6
CPT0025230003
Tumor
0.6
CPT0086030003
Tumor
0.6
CPT0015810003
Tumor
0.6
CPT0066470004
Tumor
0.6
CPT0012280003
Tumor
0.6
CPT0012550003
Tumor
0.5
CPT0063630003
Tumor
0.5
CPT0081600003
Tumor
0.5
CPT0084560003
Tumor
0.5
CPT0023690003
Tumor
0.5
CPT0065750003
Tumor
0.5
CPT0081990003
Tumor
0.5
CPT0086950003
Tumor
0.5
CPT0079270003
Tumor
0.5
CPT0065810003
Tumor
0.5
CPT0025880003
Tumor
0.4
CPT0088480003
Tumor
0.4
CPT0079230003
Tumor
0.4
CPT0025350003
Tumor
0.4
CPT0006630003
Tumor
0.4
CPT0025110003
Tumor
0.4
CPT0015910003
Tumor
0.4
CPT0078830003
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0025170003
Tumor
0.4
CPT0015730003
Tumor
0.4
CPT0001180009
Tumor
0.4
CPT0001500009
Tumor
0.4
CPT0085670003
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0025580004
Tumor
0.3
CPT0014160003
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0019130003
Tumor
0.3
CPT0069160003
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0001220008
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0065870003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0012080003
Tumor
0.0
CPT0014450004
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0078660003
Tumor
0.0
CPT0088970003
Tumor
0.0
CPT0017850003
Tumor
0.0
CPT0075130003
Tumor
0.0
CPT0014370004
Tumor
-0.1
CPT0088900003
Tumor
-0.1
CPT0011240003
Tumor
-0.1
CPT0086820003
Tumor
-0.1
CPT0024670003
Tumor
-0.1
CPT0011410003
Tumor
-0.1
CPT0088570001
Normal
-0.1
CPT0002270011
Tumor
-0.1
CPT0077320001
Normal
-0.2
CPT0079180003
Tumor
-0.2
CPT0000890001
Normal
-0.2
CPT0069000003
Tumor
-0.2
CPT0065820001
Normal
-0.2
CPT0092190003
Normal
-0.3
CPT0014470001
Normal
-0.3
CPT0006530001
Normal
-0.3
CPT0020020001
Normal
-0.3
CPT0013790003
Normal
-0.4
CPT0019160001
Normal
-0.4
CPT0014350001
Normal
-0.4
CPT0092800003
Normal
-0.4
CPT0010170001
Normal
-0.4
CPT0012290003
Normal
-0.4
CPT0087050003
Normal
-0.4
CPT0079000001
Normal
-0.4
CPT0075170001
Normal
-0.4
CPT0001340003
Tumor
-0.4
CPT0086370003
Normal
-0.5
CPT0075570001
Normal
-0.5
CPT0012090003
Normal
-0.5
CPT0001190001
Normal
-0.5
CPT0066430001
Normal
-0.5
CPT0024680001
Normal
-0.5
CPT0077500001
Normal
-0.5
CPT0086970003
Normal
-0.5
CPT0001510001
Normal
-0.5
CPT0064400001
Normal
-0.6
CPT0018250001
Normal
-0.6
CPT0088920001
Normal
-0.6
CPT0023710001
Normal
-0.6
CPT0026420001
Normal
-0.6
CPT0078840001
Normal
-0.6
CPT0010120001
Normal
-0.6
CPT0023360001
Normal
-0.6
CPT0012570003
Normal
-0.6
CPT0078530001
Normal
-0.6
CPT0092310003
Normal
-0.6
CPT0020130001
Normal
-0.6
CPT0012770003
Normal
-0.6
CPT0001270001
Normal
-0.6
CPT0082010001
Normal
-0.6
CPT0069010001
Normal
-0.6
CPT0084590001
Normal
-0.7
CPT0089040001
Normal
-0.7
CPT0007470001
Normal
-0.7
CPT0081620001
Normal
-0.7
CPT0025060001
Normal
-0.8
CPT0086830003
Normal
-0.8
CPT0088710001
Normal
-0.8
CPT0079300001
Normal
-0.8
CPT0088500001
Normal
-0.8
CPT0025610001
Normal
-0.8
CPT0006950001
Normal
-0.8
CPT0079430001
Normal
-0.8
CPT0077140001
Normal
-0.9
CPT0012640003
Normal
-0.9
CPT0086890003
Normal
-0.9
CPT0001350001
Normal
-0.9
CPT0078670001
Normal
-0.9
CPT0063330001
Normal
-0.9
CPT0001230001
Normal
-0.9
CPT0079510001
Normal
-1.0
CPT0069190001
Normal
-1.0
CPT0076350001
Normal
-1.0
CPT0063640001
Normal
-1.0
CPT0092740003
Normal
-1.1
CPT0088780001
Normal
-1.1
CPT0006730001
Normal
-1.2
CPT0014130001
Normal
-1.2
CPT0025920001
Normal
-1.3
CPT0002370001
Normal
-1.3
CPT0007870001
Normal
-1.4
CPT0000790001
Normal
N/A
CPT0078930003
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0021240003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0078940001
Normal
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0001550001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0009020003
Normal
N/A
CPT0066520001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0017450001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0089460004
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0000640003
Tumor
N/A
CPT0009060003
Tumor
N/A
CPT0000660001
Normal
N/A
Show allShow less
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
