We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SRSF6 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
35.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
34.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
32.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
29.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
27.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
25.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
24.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
23.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
23.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
22.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
22.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
22.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
22.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
22.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
21.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
21.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
21.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
20.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
20.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
20.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
20.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
20.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
19.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
19.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
18.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
18.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
18.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
18.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
17.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
17.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
16.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
16.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
16.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
15.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
15.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
15.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
14.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
14.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
14.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
14.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
13.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
13.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
13.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
13.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
12.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
12.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
12.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
11.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
11.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
10.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
10.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
10.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
10.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
9.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
9.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
9.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
8.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
8.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
7.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
6.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
6.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
5.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
3.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 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.
SRSF6 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
26.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
65.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
64.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
62.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
62.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
56.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
54.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
54.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
53.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
53.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
52.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
52.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
52.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
52.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
51.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
51.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
50.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
50.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
50.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
49.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
49.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
49.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
47.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
47.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
47.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
47.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
46.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
46.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
46.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
46.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
46.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
46.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
46.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
46.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
44.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
44.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
44.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
44.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
43.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
43.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
43.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
43.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
43.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
42.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
42.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
42.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
42.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
41.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
40.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
40.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
40.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
39.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
39.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
39.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
39.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
39.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
39.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
39.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
39.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
38.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
38.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
38.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
37.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
37.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
37.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
37.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
37.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
37.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
37.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
37.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
37.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
36.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
36.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
36.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
36.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
36.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
36.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
36.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
36.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
35.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
35.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
35.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
35.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
35.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
35.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
35.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
35.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
35.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
34.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
34.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
34.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
34.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
34.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
34.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
34.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
34.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
34.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
34.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
34.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
34.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
34.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
33.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
33.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
33.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
33.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
33.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
33.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
33.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
33.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
33.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
33.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
33.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
33.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
33.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
33.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
33.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
33.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
33.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
33.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
33.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
33.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
33.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
32.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
32.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
32.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
32.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
32.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
32.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
32.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
32.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
32.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
32.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
31.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
31.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
31.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
31.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
31.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
31.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
31.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
31.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
31.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
31.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
31.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
31.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
31.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
30.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
30.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
30.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
30.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
30.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
30.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
30.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
30.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
30.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
30.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
30.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
30.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
29.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
29.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
29.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
29.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
29.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
29.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
29.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
29.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
29.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
29.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
29.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
29.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
29.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
29.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
29.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
29.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
29.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
28.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
28.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
28.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
28.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
28.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
28.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
28.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
28.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
28.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
28.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
28.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
28.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
28.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
28.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
27.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
27.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
27.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
27.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
27.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
27.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
27.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
27.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
27.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
27.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
27.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
27.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
27.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
27.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
27.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
27.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
27.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
27.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
27.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
27.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
27.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
27.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
26.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
26.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
26.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
26.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
26.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
26.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
26.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
26.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
26.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
26.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
26.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
26.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
26.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
26.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
26.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
26.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
26.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
26.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
26.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
26.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
26.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
26.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
26.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
26.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
26.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
25.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
25.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
25.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
25.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
25.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
25.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
25.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
25.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
25.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
25.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
25.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
25.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
25.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
25.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
25.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
25.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
25.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
25.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
25.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
25.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
25.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
25.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
24.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
24.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
24.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
24.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
24.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
24.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
24.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
24.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
24.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
24.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
24.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
24.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
24.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
24.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
24.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
24.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
24.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
24.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
24.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
24.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
24.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
24.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
23.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
23.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
23.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
23.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
23.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
23.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
23.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
23.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
23.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
23.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
23.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
23.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
23.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
23.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
23.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
23.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
23.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
23.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
22.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
22.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
22.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
22.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
22.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
22.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
22.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
22.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
22.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
22.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
22.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
22.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
22.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
22.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
22.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
22.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
22.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
22.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
22.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
22.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
22.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
22.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
22.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
22.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
21.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
21.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
21.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
21.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
21.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
21.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
21.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
21.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
21.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
21.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
21.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
21.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
21.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
21.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
21.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
21.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
21.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
21.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
21.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
21.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
21.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
21.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
21.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
21.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
21.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
21.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
21.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
21.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
20.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
20.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
20.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
20.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
20.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
20.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
20.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
20.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
20.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
20.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
20.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
20.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
20.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
20.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
20.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
20.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
19.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
19.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
19.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
19.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
19.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
19.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
19.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
19.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
19.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
19.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
19.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
19.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
19.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
19.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
19.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
19.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
19.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
19.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
19.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
19.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
19.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
19.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
19.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
19.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
19.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
19.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
18.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
18.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
18.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
18.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
18.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
18.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
18.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
18.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
18.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
18.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
18.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
18.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
17.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
17.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
17.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
17.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
17.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
17.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
17.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
17.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
17.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
17.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
17.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
17.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
17.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
17.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
17.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
17.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
17.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
17.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
17.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
16.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
16.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
16.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
16.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
16.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
16.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
16.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
16.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
16.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
16.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
16.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
16.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
16.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
16.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
15.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
15.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
15.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
15.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
15.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
15.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
15.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
15.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
15.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
15.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
15.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
15.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
15.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
15.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
15.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
15.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
15.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
15.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
15.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
14.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
14.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
14.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
14.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
14.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
14.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
14.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
14.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
14.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
14.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
14.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
14.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
14.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
14.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
14.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
14.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
14.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
14.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
13.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
13.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
13.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
13.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
13.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
13.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
13.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
13.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
13.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
13.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
13.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
13.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
13.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
13.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
12.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
12.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
12.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
12.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
12.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
12.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
12.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
11.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
11.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
11.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
11.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
11.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
11.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
11.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
11.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
11.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
11.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
10.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
10.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
10.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
10.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
9.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
9.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
9.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
9.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
9.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
9.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
8.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
8.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
7.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
7.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
6.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
6.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
SRSF6 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
35.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
82.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
67.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
65.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
60.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
59.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
59.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
58.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
54.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
51.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
51.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
50.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
49.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
49.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
49.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
48.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
48.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
46.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
46.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
46.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
45.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
44.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
44.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
43.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
42.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
42.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
42.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
41.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
41.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
41.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
41.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
40.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
39.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
39.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
39.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
38.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
38.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
37.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
37.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
37.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
37.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
37.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
36.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
36.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
36.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
36.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
36.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
35.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
35.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
34.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
33.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
33.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
33.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
32.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
32.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
32.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
31.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
31.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
31.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
31.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
31.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
31.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
30.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
30.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
30.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
30.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
29.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
29.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
29.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
29.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
29.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
28.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
28.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
27.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
27.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
27.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
27.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
26.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
26.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
26.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
25.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
25.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
25.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
25.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
25.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
24.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
23.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
23.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
23.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
22.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
22.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
22.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
21.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
21.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
21.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
20.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
20.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
20.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
19.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
17.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SRSF6 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
26.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
119.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
100.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
96.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
86.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
83.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
78.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
71.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
69.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
66.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
60.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
54.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
53.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
53.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
52.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
52.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
51.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
50.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
47.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
47.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
46.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
44.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
43.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
42.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
42.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
41.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
41.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
41.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
41.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
41.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
41.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
40.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
40.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
39.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
39.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
39.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
39.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
39.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
39.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
38.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
38.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
38.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
37.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
36.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
36.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
36.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
36.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
35.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
35.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
35.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
35.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
35.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
34.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
34.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
34.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
34.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
34.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
34.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
34.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
34.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
34.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
34.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
33.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
33.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
33.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
33.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
33.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
33.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
32.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
32.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
32.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
32.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
32.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
32.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
31.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
31.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
31.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
31.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
31.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
31.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
31.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
31.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
30.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
30.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
30.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
30.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
30.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
30.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
30.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
30.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
30.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
29.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
29.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
29.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
28.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
28.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
28.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
28.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
28.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
28.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
28.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
28.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
27.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
27.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
27.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
27.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
27.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
27.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
27.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
27.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
26.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
26.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
26.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
26.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
26.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
26.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
25.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
25.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
25.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
25.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
25.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
25.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
25.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
25.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
25.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
25.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
25.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
25.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
25.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
25.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
24.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
24.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
24.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
24.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
24.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
24.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
24.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
24.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
24.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
24.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
24.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
24.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
24.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
24.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
24.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
24.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
24.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
24.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
23.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
23.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
23.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
23.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
23.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
22.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
22.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
22.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
22.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
22.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
22.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
22.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
22.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
21.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
21.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
21.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
21.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
21.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
21.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
21.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
21.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
20.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
20.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
20.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
20.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
20.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
20.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
19.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
19.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
19.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
19.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
19.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
19.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
19.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
19.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
19.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
19.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
19.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
19.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
19.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
19.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
18.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
18.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
18.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
18.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
18.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
18.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
18.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
18.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
18.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
18.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
18.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
17.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
17.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
17.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
17.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
17.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
17.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
17.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
17.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
17.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
17.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
17.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
17.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
17.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
16.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
16.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
16.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
16.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
16.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
16.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
16.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
16.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
16.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
16.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
15.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
15.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
15.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
15.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
15.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
15.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
15.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
14.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
14.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
14.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
14.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
14.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
14.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
14.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
14.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
14.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
14.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
14.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
13.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
13.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
13.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
13.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
13.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
13.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
12.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
12.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
12.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
12.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
12.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
12.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
12.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
12.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
11.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
11.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
11.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
11.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
11.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
11.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
11.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
10.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
10.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
10.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
10.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
9.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
9.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
9.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
9.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
9.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
9.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
9.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
9.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
7.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
7.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
7.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
7.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
5.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
5.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
3.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
3.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
2.3
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
0.5
CPT0012900004
Tumor
0.5
CPT0001340003
Tumor
0.4
CPT0001540009
Tumor
0.4
CPT0006440003
Tumor
0.4
CPT0012640003
Normal
0.4
CPT0071150004
Tumor
0.4
CPT0078530001
Normal
0.4
CPT0086950003
Tumor
0.4
CPT0010160003
Tumor
0.4
CPT0078990003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0017410003
Tumor
0.3
CPT0066470004
Tumor
0.3
CPT0079300001
Normal
0.3
CPT0084560003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0079410003
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0078830003
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0025580004
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0077320001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0025350003
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0014370004
Tumor
0.2
CPT0015730003
Tumor
0.2
CPT0001230001
Normal
0.2
CPT0009080003
Normal
0.2
CPT0088550004
Tumor
0.2
CPT0088780001
Normal
0.2
CPT0079510001
Normal
0.2
CPT0088900003
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0017450001
Normal
0.2
CPT0065870003
Tumor
0.2
CPT0078800003
Tumor
0.2
CPT0092740003
Normal
0.2
CPT0079380003
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0010120001
Normal
0.2
CPT0079000001
Normal
0.2
CPT0092190003
Normal
0.2
CPT0082010001
Normal
0.2
CPT0012090003
Normal
0.2
CPT0088690003
Tumor
0.2
CPT0025060001
Normal
0.2
CPT0081990003
Tumor
0.2
CPT0012920003
Normal
0.2
CPT0012080003
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0079180003
Tumor
0.1
CPT0086370003
Normal
0.1
CPT0020130001
Normal
0.1
CPT0009000003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0012550003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0086870003
Tumor
0.1
CPT0001260009
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0014450004
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0023360001
Normal
0.1
CPT0000780007
Tumor
0.1
CPT0007870001
Normal
0.1
CPT0079480003
Tumor
0.1
CPT0092310003
Normal
0.1
CPT0063330001
Normal
0.1
CPT0092730003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0088500001
Normal
0.1
CPT0078670001
Normal
0.1
CPT0012770003
Normal
0.1
CPT0001510001
Normal
0.1
CPT0078840001
Normal
0.1
CPT0023710001
Normal
0.1
CPT0081620001
Normal
0.1
CPT0088640003
Normal
0.1
CPT0086360003
Tumor
0.1
CPT0002350011
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0014350001
Normal
0.1
CPT0000790001
Normal
0.1
CPT0077500001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0014470001
Normal
0.1
CPT0079430001
Normal
0.1
CPT0009060003
Tumor
0.1
CPT0089460004
Tumor
0.1
CPT0088920001
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0092800003
Normal
0.1
CPT0092790003
Tumor
0.0
CPT0012180003
Tumor
0.0
CPT0088630003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0001180009
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0025230003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0078660003
Tumor
0.0
CPT0086030003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0006950001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0081600003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0012670003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0086830003
Normal
0.0
CPT0006530001
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0023350003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0024670003
Tumor
0.0
CPT0078510003
Tumor
0.0
CPT0001350001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0025290003
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0025050003
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0065430003
Tumor
0.0
CPT0017850003
Tumor
0.0
CPT0076350001
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0001190001
Normal
-0.1
CPT0025880003
Tumor
-0.1
CPT0026420001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0065450001
Normal
-0.1
CPT0007860003
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0078930003
Tumor
-0.1
CPT0088760003
Tumor
-0.1
CPT0011240003
Tumor
-0.1
CPT0069010001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0089020003
Tumor
-0.1
CPT0015910003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0092160003
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0063630003
Tumor
-0.1
CPT0086970003
Normal
-0.1
CPT0063320003
Tumor
-0.1
CPT0075560003
Tumor
-0.2
CPT0011410003
Tumor
-0.2
CPT0065930003
Tumor
-0.2
CPT0088480003
Tumor
-0.2
CPT0006900003
Tumor
-0.2
CPT0025110003
Tumor
-0.2
CPT0002270011
Tumor
-0.3
CPT0092290003
Tumor
-0.3
CPT0069000003
Tumor
-0.3
CPT0023690003
Tumor
-0.3
CPT0001500009
Tumor
-0.3
CPT0014160003
Tumor
-0.3
CPT0065750003
Tumor
-0.3
CPT0012280003
Tumor
-0.4
CPT0077310003
Tumor
-0.4
CPT0020120003
Tumor
-0.4
CPT0066480003
Tumor
-0.4
CPT0081880003
Tumor
-0.4
CPT0007320003
Tumor
-0.5
CPT0000640003
Tumor
-0.5
CPT0076330003
Tumor
-0.6
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
