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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RRP36 is potential prognostic, high expression is unfavorable 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
17.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
55.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
53.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
36.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
32.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
27.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
26.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
26.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
23.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
23.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
22.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
22.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
21.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
21.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
20.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
20.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
19.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
19.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
19.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
19.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
19.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
18.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
18.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
18.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
18.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
17.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
17.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
17.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
17.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
16.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
16.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
16.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
16.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
15.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
15.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
15.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
15.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
15.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
14.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
14.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
14.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
14.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
14.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
14.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
14.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
13.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
12.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
12.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
12.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
12.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
12.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
11.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
11.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
10.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
10.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
9.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
9.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
9.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
8.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
8.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
8.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
6.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
4.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RRP36 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
25.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
185.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
138.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
63.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
56.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
51.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
50.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
47.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
45.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
45.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
45.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
44.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
43.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
42.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
42.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
39.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
39.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
39.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
39.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
38.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
38.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
38.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
38.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
38.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
38.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
37.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
37.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
37.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
37.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
37.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
37.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
36.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
36.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
36.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
36.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
36.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
36.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
36.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
36.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
35.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
35.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
35.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
35.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
35.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
35.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
35.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
35.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
35.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
35.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
35.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
35.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
35.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
34.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
34.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
34.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
34.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
34.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
34.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
34.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
33.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
33.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
33.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
33.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
33.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
33.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
33.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
33.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
33.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
33.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
33.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
33.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
33.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
33.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
33.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
33.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
33.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
33.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
33.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
33.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
32.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
32.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
32.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
32.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
32.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
32.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
32.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
32.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
32.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
32.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
32.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
32.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
32.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
32.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
32.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
32.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
32.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
32.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
31.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
31.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
31.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
31.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
31.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
31.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
31.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
31.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
31.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
31.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
31.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
31.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
31.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
31.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
30.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
30.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
30.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
30.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
30.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
30.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
30.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
30.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
30.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
30.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
30.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
30.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
30.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
30.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
30.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
29.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
29.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
29.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
29.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
29.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
29.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
29.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
29.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
29.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
29.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
29.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
29.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
29.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
29.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
29.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
29.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
29.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
29.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
29.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
29.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
29.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
29.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
29.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
28.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
28.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
28.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
28.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
28.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
28.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
28.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
28.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
28.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
28.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
28.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
28.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
28.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
28.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
28.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
28.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
28.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
28.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
28.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
28.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
28.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
28.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
28.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
28.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
28.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
27.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
27.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
27.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
27.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
27.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
27.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
27.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
27.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
27.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
27.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
27.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
27.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
27.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
27.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
27.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
27.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
27.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
27.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
27.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
27.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
27.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
27.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
27.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
27.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
27.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
27.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
27.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
27.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
27.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
26.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
26.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
26.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
26.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
26.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
26.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
26.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
26.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
26.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
26.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
26.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
26.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
26.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
26.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
26.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
26.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
26.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
26.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
26.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
26.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
26.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
26.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
26.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
25.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
25.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
25.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
25.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
25.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
25.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
25.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
25.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
25.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
25.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
25.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
25.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
25.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
25.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
25.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
25.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
25.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
25.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
25.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
25.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
25.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
25.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
25.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
25.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
25.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
25.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
25.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
25.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
25.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
24.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
24.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
24.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
24.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
24.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
24.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
24.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
24.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
24.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
24.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
24.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
24.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
24.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
24.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
24.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
24.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
24.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
24.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
24.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
24.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
23.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
23.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
23.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
23.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
23.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
23.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
23.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
23.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
23.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
23.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
23.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
23.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
23.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
23.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
23.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
23.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
23.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
23.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
23.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
23.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
23.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
23.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
23.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
23.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
23.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
23.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
23.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
23.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
23.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
23.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
22.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
22.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
22.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
22.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
22.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
22.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
22.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
22.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
22.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
22.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
22.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
22.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
22.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
22.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
22.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
22.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
22.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
22.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
22.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
22.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
22.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
22.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
22.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
22.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
22.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
22.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
22.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
22.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
22.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
21.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
21.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
21.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
21.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
21.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
21.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
21.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
21.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
21.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
21.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
21.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
21.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
21.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
21.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
21.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
21.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
21.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
21.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
21.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
21.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
21.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
21.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
21.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
21.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
21.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
21.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
21.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
20.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
20.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
20.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
20.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
20.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
20.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
20.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
20.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
20.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
20.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
20.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
20.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
20.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
20.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
20.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
20.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
20.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
20.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
20.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
19.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
19.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
19.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
19.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
19.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
19.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
19.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
19.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
19.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
19.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
19.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
19.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
19.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
19.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
19.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
19.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
19.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
19.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
19.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
19.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
19.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
19.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
19.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
19.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
19.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
19.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
19.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
19.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
19.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
19.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
19.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
18.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
18.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
18.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
18.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
18.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
18.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
18.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
18.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
18.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
18.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
18.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
18.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
18.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
18.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
18.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
18.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
18.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
18.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
18.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
17.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
17.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
17.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
17.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
17.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
17.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
17.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
17.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
17.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
17.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
17.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
17.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
17.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
17.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
17.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
17.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
17.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
17.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
17.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
17.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
16.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
16.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
16.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
16.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
16.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
16.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
16.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
16.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
16.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
16.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
16.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
16.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
16.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
16.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
16.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
16.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
16.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
15.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
15.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
15.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
15.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
15.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
15.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
15.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
15.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
15.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
15.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
15.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
15.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
15.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
15.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
14.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
14.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
14.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
14.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
14.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
14.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
14.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
14.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
14.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
14.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
14.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
14.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
13.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
13.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
13.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
13.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
13.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
13.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
13.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
13.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
13.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
13.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
12.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
12.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
12.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
12.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
12.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
11.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
11.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
11.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
11.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
10.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
10.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
10.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
10.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
10.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
8.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
8.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
7.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
7.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 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.
RRP36 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
27.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
62.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
53.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
44.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
44.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
43.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
40.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
40.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
40.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
39.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
38.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
38.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
38.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
37.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
37.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
35.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
35.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
35.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
35.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
35.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
35.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
34.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
34.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
33.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
33.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
33.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
33.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
32.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
32.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
32.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
32.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
32.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
31.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
31.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
31.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
30.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
30.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
29.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
29.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
29.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
29.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
29.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
28.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
28.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
28.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
28.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
27.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
27.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
27.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
27.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
27.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
27.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
26.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
26.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
26.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
25.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
25.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
25.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
25.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
25.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
24.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
24.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
24.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
24.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
23.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
23.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
23.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
23.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
23.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
22.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
22.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
22.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
22.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
22.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
22.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
21.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
21.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
21.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
21.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
21.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
21.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
20.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
20.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
20.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
20.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
20.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
19.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
19.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
19.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
19.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
18.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
18.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
18.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
17.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
16.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
15.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
15.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
14.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
13.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
11.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
RRP36 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
27.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
218.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
132.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
117.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
66.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
61.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
55.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
51.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
51.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
50.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
50.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
48.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
46.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
46.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
46.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
45.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
42.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
42.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
41.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
41.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
41.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
40.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
39.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
39.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
39.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
39.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
38.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
38.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
38.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
38.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
38.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
38.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
38.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
37.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
37.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
37.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
37.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
37.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
37.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
37.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
37.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
36.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
36.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
36.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
36.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
35.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
35.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
35.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
35.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
35.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
35.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
35.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
35.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
34.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
34.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
34.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
34.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
34.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
33.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
33.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
33.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
33.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
33.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
33.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
33.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
33.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
33.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
33.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
33.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
32.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
32.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
32.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
32.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
32.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
32.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
31.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
31.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
31.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
31.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
31.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
31.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
31.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
31.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
31.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
30.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
30.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
30.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
30.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
30.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
30.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
30.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
30.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
30.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
30.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
30.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
29.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
29.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
29.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
29.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
29.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
29.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
29.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
29.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
29.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
28.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
28.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
28.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
28.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
28.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
28.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
28.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
28.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
28.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
28.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
28.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
27.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
27.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
27.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
27.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
27.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
27.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
27.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
27.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
27.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
27.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
26.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
26.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
26.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
26.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
26.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
26.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
26.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
26.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
26.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
26.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
26.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
26.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
26.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
26.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
26.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
25.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
25.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
25.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
25.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
25.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
25.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
25.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
25.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
25.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
25.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
25.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
25.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
25.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
25.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
25.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
25.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
24.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
24.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
24.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
24.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
24.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
24.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
24.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
24.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
24.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
24.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
24.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
24.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
24.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
24.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
24.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
24.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
24.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
23.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
23.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
23.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
23.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
23.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
23.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
22.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
22.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
22.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
22.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
22.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
22.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
22.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
22.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
22.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
22.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
22.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
22.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
22.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
21.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
21.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
21.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
21.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
21.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
21.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
21.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
20.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
20.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
20.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
20.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
20.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
20.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
20.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
20.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
20.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
20.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
20.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
19.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
19.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
19.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
19.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
19.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
19.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
19.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
19.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
19.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
19.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
19.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
19.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
19.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
18.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
18.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
18.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
18.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
18.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
18.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
18.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
18.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
18.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
18.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
17.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
17.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
17.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
17.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
17.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
16.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
16.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
16.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
16.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
16.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
16.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
15.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
15.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
15.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
15.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
15.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
15.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
15.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
14.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
14.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
14.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
14.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
14.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
14.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
14.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
13.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
13.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
13.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
12.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
12.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
12.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
11.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
11.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
11.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
11.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
10.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
9.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
9.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
9.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
8.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
7.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
7.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
7.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
7.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
6.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
5.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
5.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
4.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
3.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0064370003
Tumor
1.3
CPT0023350003
Tumor
0.8
CPT0021240003
Tumor
0.7
CPT0012550003
Tumor
0.7
CPT0012900004
Tumor
0.6
CPT0007860003
Tumor
0.6
CPT0087040003
Tumor
0.5
CPT0088690003
Tumor
0.5
CPT0079410003
Tumor
0.4
CPT0077310003
Tumor
0.4
CPT0078830003
Tumor
0.4
CPT0025580004
Tumor
0.4
CPT0092790003
Tumor
0.4
CPT0010160003
Tumor
0.3
CPT0063630003
Tumor
0.3
CPT0001500009
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0076330003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0019160001
Normal
0.2
CPT0075560003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0088710001
Normal
0.2
CPT0001260009
Tumor
0.2
CPT0077320001
Normal
0.1
CPT0006440003
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0011410003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0002350011
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0063640001
Normal
0.1
CPT0020020001
Normal
0.1
CPT0088780001
Normal
0.1
CPT0065930003
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0088970003
Tumor
0.1
CPT0078990003
Tumor
0.1
CPT0014130001
Normal
0.0
CPT0066430001
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0006950001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0011240003
Tumor
0.0
CPT0001270001
Normal
0.0
CPT0015730003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0009000003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0007870001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0079000001
Normal
-0.1
CPT0081600003
Tumor
-0.1
CPT0015810003
Tumor
-0.1
CPT0014370004
Tumor
-0.1
CPT0017410003
Tumor
-0.1
CPT0092160003
Tumor
-0.1
CPT0009020003
Normal
-0.1
CPT0092290003
Tumor
-0.1
CPT0078840001
Normal
-0.1
CPT0078800003
Tumor
-0.1
CPT0026420001
Normal
-0.1
CPT0009060003
Tumor
-0.1
CPT0086970003
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0087050003
Normal
-0.2
CPT0026410003
Tumor
-0.2
CPT0079230003
Tumor
-0.2
CPT0000890001
Normal
-0.2
CPT0012570003
Normal
-0.2
CPT0017450001
Normal
-0.2
CPT0006530001
Normal
-0.2
CPT0019990003
Tumor
-0.2
CPT0081880003
Tumor
-0.2
CPT0076350001
Normal
-0.2
CPT0002270011
Tumor
-0.2
CPT0001510001
Normal
-0.2
CPT0079180003
Tumor
-0.2
CPT0077500001
Normal
-0.2
CPT0014350001
Normal
-0.2
CPT0065820001
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0025290003
Tumor
-0.2
CPT0092310003
Normal
-0.2
CPT0075570001
Normal
-0.2
CPT0066470004
Tumor
-0.3
CPT0079380003
Tumor
-0.3
CPT0012770003
Normal
-0.3
CPT0010170001
Normal
-0.3
CPT0023710001
Normal
-0.3
CPT0023360001
Normal
-0.3
CPT0025230003
Tumor
-0.3
CPT0086030003
Tumor
-0.3
CPT0012920003
Normal
-0.3
CPT0085670003
Tumor
-0.3
CPT0009080003
Normal
-0.4
CPT0025610001
Normal
-0.4
CPT0065750003
Tumor
-0.4
CPT0081620001
Normal
-0.4
CPT0025170003
Tumor
-0.4
CPT0006900003
Tumor
-0.5
CPT0079430001
Normal
-0.6
CPT0092190003
Normal
-0.6
CPT0010120001
Normal
-0.6
CPT0086950003
Tumor
-1.0
CPT0000790001
Normal
N/A
CPT0088570001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0012640003
Normal
N/A
CPT0089020003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088550004
Tumor
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0001550001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0069160003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0001340003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0078530001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0012180003
Tumor
N/A
CPT0078510003
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0065430003
Tumor
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0012280003
Tumor
N/A
CPT0079510001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0088480003
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.