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.
SIRT6 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
12.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
43.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
29.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
22.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
21.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
21.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
20.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
19.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
19.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
18.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
18.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
17.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
17.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
17.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
17.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
17.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
16.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
16.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
16.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
15.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
15.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
15.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
15.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
15.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
15.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
14.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
14.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
14.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
13.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
13.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
13.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
12.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
12.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
12.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
12.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
12.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
12.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
12.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
12.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
12.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
12.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
11.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
11.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
11.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
10.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
10.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
10.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
9.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
9.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
9.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
8.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
8.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
7.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
6.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
1.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 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.
SIRT6 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
9.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
25.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
24.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
20.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
20.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
19.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
18.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
18.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
18.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
18.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
18.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
17.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
17.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
17.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
17.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
17.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
17.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
16.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
16.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
16.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
16.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
16.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
16.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
16.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
16.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
15.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
15.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
15.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
15.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
15.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
15.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
15.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
15.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
14.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
14.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
14.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
14.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
14.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
14.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
14.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
14.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
14.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
14.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
14.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
14.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
14.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
14.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
14.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
13.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
13.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
13.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
13.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
13.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
13.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
13.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
13.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
13.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
13.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
13.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
13.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
13.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
13.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
13.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
13.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
13.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
13.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
13.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
13.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
13.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
13.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
13.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
13.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
13.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
12.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
12.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
12.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
12.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
12.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
12.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
12.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
12.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
12.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
12.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
12.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
12.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
12.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
12.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
12.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
12.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
12.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
12.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
12.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
12.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
12.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
12.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
12.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
12.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
12.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
12.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
12.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
12.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
12.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
12.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
12.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
12.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
12.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
12.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
12.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
12.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
12.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
12.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
12.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
11.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
11.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
11.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
11.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
11.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
11.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
11.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
11.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
11.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
11.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
11.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
11.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
11.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
11.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
11.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
11.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
11.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
11.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
11.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
11.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
11.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
11.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
11.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
11.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
11.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
11.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
11.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
11.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
11.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
11.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
11.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
11.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
11.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
11.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
11.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
11.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
11.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
11.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
11.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
11.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
11.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
11.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
11.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
11.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
11.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
11.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
11.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
11.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
11.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
10.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
10.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
10.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
10.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
10.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
10.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
10.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
10.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
10.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
10.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
10.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
10.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
10.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
10.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
10.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
10.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
10.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
10.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
10.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
10.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
10.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
10.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
10.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
10.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
10.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
10.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
10.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
10.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
10.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
10.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
10.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
10.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
10.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
10.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
10.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
10.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
10.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
10.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
10.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
10.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
10.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
10.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
10.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
10.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
10.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
10.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
10.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
10.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
10.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
10.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
10.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
10.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
10.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
10.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
10.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
10.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
10.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
10.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
10.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
10.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
10.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
10.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
10.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
10.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
10.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
10.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
10.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
10.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
10.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
10.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
10.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
10.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
10.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
9.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
9.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
9.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
9.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
9.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
9.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
9.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
9.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
9.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
9.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
9.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
9.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
9.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
9.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
9.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
9.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
9.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
9.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
9.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
9.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
9.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
9.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
9.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
9.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
9.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
9.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
9.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
9.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
9.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
9.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
9.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
9.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
9.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
9.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
9.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
9.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
9.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
9.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
9.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
9.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
9.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
9.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
9.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
9.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
9.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
9.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
9.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
9.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
9.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
9.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
9.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
9.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
9.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
9.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
9.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
9.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
9.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
9.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
9.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
9.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
9.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
9.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
9.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
9.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
9.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
9.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
9.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
9.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
9.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
9.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
9.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
9.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
9.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
9.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
9.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
9.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
9.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
9.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
9.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
9.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
9.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
8.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
8.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
8.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
8.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
8.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
8.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
8.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
8.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
8.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
8.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
8.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
8.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
8.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
8.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
8.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
8.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
8.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
8.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
8.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
8.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
8.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
8.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
8.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
8.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
8.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
8.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
8.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
8.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
8.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
8.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
8.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
8.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
8.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
8.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
8.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
8.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
8.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
8.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
8.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
8.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
8.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
8.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
8.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
8.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
8.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
8.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
8.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
8.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
8.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
8.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
8.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
8.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
8.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
8.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
8.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
8.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
8.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
8.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
8.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
8.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
8.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
8.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
8.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
8.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
8.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
8.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
8.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
8.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
8.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
8.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
8.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
8.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
8.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
8.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
7.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
7.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
7.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
7.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
7.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
7.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
7.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
7.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
7.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
7.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
7.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
7.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
7.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
7.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
7.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
7.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
7.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
7.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
7.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
7.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
7.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
7.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
7.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
7.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
7.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
7.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
7.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
7.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
7.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
7.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
7.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
7.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
7.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
7.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
7.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
7.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
7.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
7.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
7.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
7.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
7.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
7.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
7.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
7.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
7.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
7.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
7.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
7.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
7.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
7.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
7.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
7.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
7.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
7.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
7.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
7.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
7.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
6.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
6.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
6.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
6.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
6.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
6.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
6.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
6.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
6.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
6.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
6.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
6.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
6.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
6.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
6.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
6.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
6.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
6.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
6.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
6.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
6.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
6.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
6.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
6.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
6.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
6.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
6.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
6.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
6.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
6.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
6.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
6.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
6.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
6.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
6.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
6.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
6.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
6.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
6.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
6.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
6.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
6.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
6.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
6.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
6.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
5.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
5.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
5.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
5.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
5.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
5.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
5.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
5.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
5.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
5.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
5.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
5.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
5.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
5.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
5.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
4.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
4.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
4.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
4.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
4.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
4.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
4.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
3.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
2.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
1.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
SIRT6 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
10.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
17.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
16.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
16.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
16.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
15.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
15.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
15.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
15.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
14.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
14.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
14.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
14.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
13.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
13.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
13.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
13.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
13.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
13.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
13.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
13.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
13.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
13.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
12.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
12.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
12.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
12.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
12.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
12.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
12.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
12.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
12.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
12.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
12.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
12.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
12.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
12.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
12.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
12.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
12.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
12.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
12.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
12.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
12.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
11.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
11.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
11.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
11.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
11.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
11.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
11.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
11.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
10.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
10.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
10.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
10.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
10.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
10.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
10.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
10.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
10.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
10.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
10.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
10.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
9.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
9.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
9.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
9.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
9.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
9.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
9.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
9.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
9.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
9.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
9.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
9.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
9.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
9.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
9.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
9.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
9.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
9.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
9.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
8.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
8.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
8.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
8.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
8.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
8.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
8.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
7.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
7.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
7.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
7.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
6.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
5.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
5.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
4.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
3.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
3.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 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.
SIRT6 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
14.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
48.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
36.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
35.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
31.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
30.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
29.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
29.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
29.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
29.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
28.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
27.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
27.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
27.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
26.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
26.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
26.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
26.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
26.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
26.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
25.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
25.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
25.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
25.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
24.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
24.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
24.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
24.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
24.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
24.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
23.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
23.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
23.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
23.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
23.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
22.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
22.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
22.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
22.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
22.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
22.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
22.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
22.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
22.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
21.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
21.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
21.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
21.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
21.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
21.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
21.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
21.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
21.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
21.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
21.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
21.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
20.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
20.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
20.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
20.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
20.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
20.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
20.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
19.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
19.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
19.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
19.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
19.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
19.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
19.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
19.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
19.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
19.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
19.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
19.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
19.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
19.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
19.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
18.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
18.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
18.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
18.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
18.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
18.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
18.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
18.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
18.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
18.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
18.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
18.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
18.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
18.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
18.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
18.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
18.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
17.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
17.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
17.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
17.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
17.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
17.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
17.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
17.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
17.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
17.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
17.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
17.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
17.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
17.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
17.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
17.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
17.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
16.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
16.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
16.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
16.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
16.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
16.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
16.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
16.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
16.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
16.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
16.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
16.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
16.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
16.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
16.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
16.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
16.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
16.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
16.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
15.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
15.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
15.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
15.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
15.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
15.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
15.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
15.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
15.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
15.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
15.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
15.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
15.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
15.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
15.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
15.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
14.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
14.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
14.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
14.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
14.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
14.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
14.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
14.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
14.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
14.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
14.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
14.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
14.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
14.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
14.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
14.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
14.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
14.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
14.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
14.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
13.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
13.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
13.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
13.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
13.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
13.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
13.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
13.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
13.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
13.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
13.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
13.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
13.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
13.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
13.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
13.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
13.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
13.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
12.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
12.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
12.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
12.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
12.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
12.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
12.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
12.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
12.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
12.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
12.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
12.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
12.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
12.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
11.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
11.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
11.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
11.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
11.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
11.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
11.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
11.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
11.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
11.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
11.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
11.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
11.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
10.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
10.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
10.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
10.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
10.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
10.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
10.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
10.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
10.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
9.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
9.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
9.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
9.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
9.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
9.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
9.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
9.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
9.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
9.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
9.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
9.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
9.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
9.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
8.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
8.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
8.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
8.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
8.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
8.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
8.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
8.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
8.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
7.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
7.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
7.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
7.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
6.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
6.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
4.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
4.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
1.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0007860003
Tumor
0.8
CPT0079180003
Tumor
0.8
CPT0078930003
Tumor
0.7
CPT0006900003
Tumor
0.6
CPT0006630003
Tumor
0.5
CPT0065430003
Tumor
0.5
CPT0078990003
Tumor
0.5
CPT0087040003
Tumor
0.5
CPT0078660003
Tumor
0.5
CPT0092790003
Tumor
0.4
CPT0006440003
Tumor
0.4
CPT0089460004
Tumor
0.4
CPT0012550003
Tumor
0.4
CPT0075560003
Tumor
0.4
CPT0001500009
Tumor
0.4
CPT0065750003
Tumor
0.4
CPT0086030003
Tumor
0.4
CPT0023690003
Tumor
0.4
CPT0064370003
Tumor
0.4
CPT0001340003
Tumor
0.3
CPT0066470004
Tumor
0.3
CPT0069160003
Tumor
0.3
CPT0010170001
Normal
0.3
CPT0025580004
Tumor
0.3
CPT0012900004
Tumor
0.3
CPT0064400001
Normal
0.3
CPT0019990003
Tumor
0.3
CPT0015730003
Tumor
0.3
CPT0009060003
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0069190001
Normal
0.2
CPT0012370003
Tumor
0.2
CPT0066480003
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0011240003
Tumor
0.2
CPT0086970003
Normal
0.2
CPT0025880003
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0001220008
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0092730003
Tumor
0.1
CPT0001260009
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0088710001
Normal
0.1
CPT0012180003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0024680001
Normal
0.1
CPT0021240003
Tumor
0.1
CPT0017850003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0063640001
Normal
0.1
CPT0006730001
Normal
0.1
CPT0092290003
Tumor
0.1
CPT0092740003
Normal
0.1
CPT0020130001
Normal
0.1
CPT0017410003
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0020120003
Tumor
0.1
CPT0088970003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0023710001
Normal
0.1
CPT0088690003
Tumor
0.0
CPT0065450001
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0025610001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0012640003
Normal
0.0
CPT0076350001
Normal
0.0
CPT0014160003
Tumor
0.0
CPT0006950001
Normal
0.0
CPT0014130001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0009020003
Normal
0.0
CPT0017450001
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0077320001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0012290003
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0076330003
Tumor
-0.1
CPT0025230003
Tumor
-0.1
CPT0023350003
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0009000003
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0086950003
Tumor
-0.1
CPT0010160003
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0002270011
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0081600003
Tumor
-0.1
CPT0092160003
Tumor
-0.1
CPT0086370003
Normal
-0.1
CPT0012670003
Tumor
-0.1
CPT0088780001
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0079230003
Tumor
-0.1
CPT0018250001
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0025050003
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0010120001
Normal
-0.1
CPT0092190003
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0001510001
Normal
-0.2
CPT0092310003
Normal
-0.2
CPT0078800003
Tumor
-0.2
CPT0025920001
Normal
-0.2
CPT0012090003
Normal
-0.2
CPT0014350001
Normal
-0.2
CPT0013790003
Normal
-0.2
CPT0019130003
Tumor
-0.2
CPT0066430001
Normal
-0.2
CPT0085670003
Tumor
-0.2
CPT0092800003
Normal
-0.2
CPT0010110003
Tumor
-0.2
CPT0026420001
Normal
-0.3
CPT0012080003
Tumor
-0.3
CPT0077140001
Normal
-0.3
CPT0000640003
Tumor
-0.3
CPT0000790001
Normal
-0.3
CPT0079000001
Normal
-0.3
CPT0079430001
Normal
-0.3
CPT0001550001
Normal
-0.3
CPT0019160001
Normal
-0.3
CPT0012280003
Tumor
-0.4
CPT0088570001
Normal
N/A
CPT0001180009
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0063330001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088550004
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0089040001
Normal
N/A
CPT0086890003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0082010001
Normal
N/A
CPT0011410003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0001190001
Normal
N/A
CPT0069000003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0078510003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0007470001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0025290003
Tumor
N/A
CPT0079480003
Tumor
N/A
CPT0063320003
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0079510001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0079300001
Normal
N/A
CPT0081880003
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0086820003
Tumor
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
