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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KRTCAP3 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
15.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
65.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
55.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
52.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
40.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
38.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
37.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
36.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
36.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
33.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
32.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
30.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
25.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
23.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
22.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
20.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
19.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
19.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
17.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
17.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
16.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
16.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
15.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
15.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
15.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
14.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
13.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
13.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
13.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
12.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
12.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
11.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
11.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
11.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
10.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
10.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
9.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
9.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
9.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
8.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
8.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
8.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
7.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
7.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
7.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
7.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
6.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
6.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
5.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
4.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
4.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
3.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
2.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
1.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
1.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
0.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
0.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
0.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 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.
KRTCAP3 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
14.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
100.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
91.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
78.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
78.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
70.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
69.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
68.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
62.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
61.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
56.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
54.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
53.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
49.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
47.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
47.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
47.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
46.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
46.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
46.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
43.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
43.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
43.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
43.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
43.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
42.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
42.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
42.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
42.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
41.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
41.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
41.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
41.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
39.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
39.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
38.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
37.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
36.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
36.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
35.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
35.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
35.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
35.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
34.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
34.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
34.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
33.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
33.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
33.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
33.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
33.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
33.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
32.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
32.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
32.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
31.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
31.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
31.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
30.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
30.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
30.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
30.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
30.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
30.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
30.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
30.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
29.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
29.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
28.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
28.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
28.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
28.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
27.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
27.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
27.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
27.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
27.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
27.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
26.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
26.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
26.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
26.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
25.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
25.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
25.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
25.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
24.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
24.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
24.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
24.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
24.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
24.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
24.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
24.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
24.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
24.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
24.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
23.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
23.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
23.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
23.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
23.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
23.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
23.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
22.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
22.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
22.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
22.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
22.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
22.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
22.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
22.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
22.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
21.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
21.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
21.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
21.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
21.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
21.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
21.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
21.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
20.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
20.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
20.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
20.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
20.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
20.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
20.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
20.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
20.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
20.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
19.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
19.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
19.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
19.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
19.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
19.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
18.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
18.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
18.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
17.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
17.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
17.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
17.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
17.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
17.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
17.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
17.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
17.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
17.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
17.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
16.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
16.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
16.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
16.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
16.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
16.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
16.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
16.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
16.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
16.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
16.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
16.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
16.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
15.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
15.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
15.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
15.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
15.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
15.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
15.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
15.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
15.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
15.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
15.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
15.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
15.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
15.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
15.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
15.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
15.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
15.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
14.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
14.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
14.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
14.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
14.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
14.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
14.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
14.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
14.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
14.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
14.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
14.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
14.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
13.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
13.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
13.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
13.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
13.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
13.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
13.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
13.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
13.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
13.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
13.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
13.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
13.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
13.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
13.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
13.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
12.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
12.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
12.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
12.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
12.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
12.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
12.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
12.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
12.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
12.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
12.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
12.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
12.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
12.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
12.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
12.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
12.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
12.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
12.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
11.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
11.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
11.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
11.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
11.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
11.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
11.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
11.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
11.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
11.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
10.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
10.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
10.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
10.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
10.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
10.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
10.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
10.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
10.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
10.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
10.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
10.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
10.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
10.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
10.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
10.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
10.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
10.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
10.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
9.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
9.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
9.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
9.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
9.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
9.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
9.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
9.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
9.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
9.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
9.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
9.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
9.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
9.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
9.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
9.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
9.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
9.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
8.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
8.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
8.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
8.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
8.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
8.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
8.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
8.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
8.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
8.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
8.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
8.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
8.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
8.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
8.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
8.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
8.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
8.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
8.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
8.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
8.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
8.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
8.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
8.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
8.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
8.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
8.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
7.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
7.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
7.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
7.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
7.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
7.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
7.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
7.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
7.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
7.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
7.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
7.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
7.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
7.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
7.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
7.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
7.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
7.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
7.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
7.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
7.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
7.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
7.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
6.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
6.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
6.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
6.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
6.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
6.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
6.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
6.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
6.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
6.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
6.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
6.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
6.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
6.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
6.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
6.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
6.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
6.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
6.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
6.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
6.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
6.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
6.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
6.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
5.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
5.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
5.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
5.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
5.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
5.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
5.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
5.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
5.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
5.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
5.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
5.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
5.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
5.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
5.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
5.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
5.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
5.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
5.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
5.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
4.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
4.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
4.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
4.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
4.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
4.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
4.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
4.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
4.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
4.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
4.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
4.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
4.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
4.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
4.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
4.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
4.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
4.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
4.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
4.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
4.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
4.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
4.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
3.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
3.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
3.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
3.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
3.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
3.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
3.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
3.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
3.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
3.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
3.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
3.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
3.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
3.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
3.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
3.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
3.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
3.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
3.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
3.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
2.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
2.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
2.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
2.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
2.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
2.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
2.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
2.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
2.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
2.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
2.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
2.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
2.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
2.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
2.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
2.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
2.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
2.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
2.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
2.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
2.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
2.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
2.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
2.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
2.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
2.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
2.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
1.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
1.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
1.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
1.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
1.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
1.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
1.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
1.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
1.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
1.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
1.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
1.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
1.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
1.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
1.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
1.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
1.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
1.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
1.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
1.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
1.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
1.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
1.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
1.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
1.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
1.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
1.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
1.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
1.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
1.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
1.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
1.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
1.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
1.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
1.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
1.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
1.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
1.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
0.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
0.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
0.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
0.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
0.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
0.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
0.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
0.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
0.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
0.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
0.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
0.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
0.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
0.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
0.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
0.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
0.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
0.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
0.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
0.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
0.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
0.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
0.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
0.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
0.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
0.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
0.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
0.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
0.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
0.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
0.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
0.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
0.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
0.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
0.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
0.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 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.
KRTCAP3 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
16.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
83.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
64.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
56.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
55.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
54.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
51.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
48.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
47.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
45.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
44.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
44.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
43.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
42.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
37.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
36.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
32.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
31.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
31.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
31.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
29.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
28.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
26.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
26.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
25.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
24.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
24.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
23.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
22.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
20.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
19.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
19.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
18.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
18.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
18.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
17.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
16.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
15.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
15.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
15.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
14.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
14.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
13.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
12.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
12.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
11.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
11.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
10.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
10.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
9.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
9.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
9.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
8.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
8.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
8.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
8.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
7.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
7.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
7.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
6.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
6.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
6.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
6.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
6.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
5.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
5.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
5.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
5.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
4.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
4.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
4.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
4.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
4.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
4.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
4.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
4.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
3.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
3.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
3.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
3.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
3.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
3.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
2.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
2.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
2.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
2.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
2.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
2.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
2.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
2.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
1.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
1.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
1.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
1.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
1.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
1.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
1.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
1.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
0.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
0.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KRTCAP3 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
12.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
102.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
85.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
85.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
76.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
73.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
69.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
68.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
66.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
64.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
62.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
61.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
60.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
56.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
51.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
51.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
47.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
43.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
42.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
41.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
39.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
38.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
38.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
38.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
38.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
36.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
34.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
34.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
33.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
33.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
33.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
32.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
32.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
32.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
31.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
30.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
30.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
30.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
30.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
30.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
30.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
29.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
29.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
28.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
27.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
27.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
27.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
25.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
25.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
25.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
24.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
24.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
24.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
24.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
23.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
23.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
23.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
23.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
22.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
21.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
21.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
21.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
21.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
21.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
21.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
21.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
21.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
21.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
21.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
20.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
20.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
20.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
20.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
19.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
19.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
19.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
19.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
18.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
18.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
18.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
17.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
17.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
16.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
16.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
16.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
15.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
15.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
15.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
15.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
15.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
14.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
14.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
14.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
14.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
14.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
13.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
13.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
12.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
12.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
12.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
12.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
12.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
12.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
11.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
11.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
11.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
11.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
11.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
10.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
10.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
10.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
10.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
9.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
9.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
9.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
9.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
9.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
8.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
7.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
7.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
7.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
7.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
7.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
6.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
6.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
6.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
6.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
6.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
5.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
5.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
5.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
5.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
5.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
5.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
5.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
5.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
5.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
5.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
5.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
5.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
5.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
5.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
5.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
4.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
4.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
4.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
4.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
4.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
4.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
4.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
4.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
4.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
4.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
4.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
4.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
3.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
3.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
3.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
3.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
3.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
3.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
3.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
3.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
3.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
3.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
3.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
3.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
3.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
3.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
2.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
2.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
2.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
2.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
2.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
2.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
2.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
2.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
2.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
2.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
2.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
2.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
1.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
1.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
1.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
1.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
1.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
1.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
1.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
1.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
1.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
1.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
1.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
1.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
1.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
1.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
1.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
1.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
1.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
1.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
1.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
0.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
0.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
0.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
0.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
0.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
0.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
0.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
0.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
0.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
0.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
0.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
0.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
0.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
0.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
0.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
0.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
0.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
0.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
0.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
0.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
0.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
0.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
0.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
0.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
0.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
0.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
0.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
0.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
0.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
0.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
0.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
0.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
0.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
0.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
0.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
0.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
