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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.
DHRS4L2 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
28.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
87.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
57.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
53.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
50.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
49.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
48.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
46.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
45.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
45.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
43.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
43.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
41.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
41.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
40.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
37.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
37.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
37.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
36.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
35.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
35.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
34.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
34.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
32.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
32.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
32.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
32.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
31.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
31.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
31.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
30.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
30.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
29.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
28.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
28.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
26.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
26.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
26.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
24.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
24.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
24.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
23.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
23.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
23.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
22.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
21.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
20.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
19.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
16.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
16.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
15.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
14.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
14.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
13.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
13.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
11.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
11.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
10.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
10.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
9.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
9.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
9.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
7.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
6.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 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.
DHRS4L2 is potential prognostic, high expression is favorable 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
34.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
412.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
131.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
103.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
102.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
96.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
91.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
90.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
87.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
83.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
83.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
81.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
79.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
79.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
78.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
77.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
77.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
76.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
76.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
73.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
72.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
71.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
70.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
69.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
69.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
69.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
68.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
68.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
68.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
67.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
66.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
65.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
64.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
62.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
61.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
61.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
60.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
60.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
59.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
59.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
59.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
59.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
58.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
57.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
57.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
56.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
56.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
56.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
55.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
55.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
55.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
55.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
55.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
55.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
55.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
55.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
54.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
54.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
54.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
54.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
53.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
53.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
53.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
52.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
52.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
52.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
52.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
52.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
52.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
51.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
51.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
50.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
50.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
50.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
49.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
49.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
49.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
49.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
49.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
49.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
49.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
49.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
49.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
49.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
48.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
47.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
47.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
47.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
47.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
46.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
46.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
46.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
46.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
46.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
46.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
46.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
46.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
46.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
46.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
46.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
45.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
45.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
45.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
45.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
45.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
45.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
45.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
45.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
44.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
44.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
44.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
44.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
44.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
44.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
43.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
43.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
43.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
43.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
43.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
43.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
43.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
43.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
43.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
43.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
42.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
42.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
42.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
42.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
42.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
42.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
42.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
41.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
41.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
41.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
41.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
41.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
41.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
41.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
41.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
41.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
40.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
40.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
40.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
40.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
40.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
39.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
39.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
39.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
39.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
39.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
39.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
39.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
39.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
39.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
39.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
38.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
38.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
38.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
38.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
38.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
38.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
38.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
38.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
38.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
37.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
37.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
37.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
37.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
37.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
37.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
37.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
37.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
36.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
36.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
36.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
36.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
36.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
36.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
36.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
36.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
36.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
36.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
36.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
36.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
36.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
36.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
36.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
36.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
36.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
36.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
35.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
35.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
35.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
35.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
35.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
35.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
35.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
35.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
35.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
35.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
35.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
35.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
35.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
35.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
34.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
34.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
34.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
34.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
34.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
34.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
34.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
34.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
34.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
34.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
34.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
34.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
34.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
33.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
33.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
33.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
33.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
33.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
33.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
33.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
33.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
33.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
33.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
33.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
32.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
32.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
32.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
32.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
32.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
32.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
32.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
32.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
32.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
32.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
32.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
31.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
31.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
31.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
31.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
31.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
31.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
31.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
31.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
31.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
31.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
31.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
31.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
31.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
31.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
31.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
31.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
30.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
30.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
30.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
30.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
30.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
30.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
30.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
30.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
30.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
30.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
30.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
30.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
30.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
30.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
30.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
30.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
30.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
30.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
29.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
29.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
29.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
29.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
29.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
29.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
29.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
29.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
29.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
29.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
29.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
29.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
29.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
28.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
28.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
28.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
28.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
28.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
28.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
28.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
28.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
28.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
28.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
28.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
28.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
28.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
28.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
28.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
28.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
28.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
28.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
28.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
28.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
27.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
27.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
27.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
27.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
27.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
27.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
27.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
27.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
27.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
27.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
27.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
27.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
27.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
27.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
26.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
26.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
26.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
26.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
26.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
26.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
26.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
26.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
26.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
26.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
26.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
26.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
26.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
26.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
25.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
25.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
25.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
25.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
25.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
25.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
25.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
25.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
25.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
25.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
25.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
25.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
25.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
25.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
25.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
25.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
24.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
24.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
24.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
24.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
24.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
24.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
24.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
24.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
24.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
24.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
24.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
24.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
24.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
23.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
23.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
23.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
23.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
23.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
23.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
23.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
23.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
23.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
23.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
23.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
23.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
23.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
23.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
23.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
23.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
22.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
22.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
22.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
22.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
22.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
22.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
22.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
22.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
22.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
22.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
22.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
22.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
22.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
21.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
21.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
21.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
21.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
21.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
21.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
21.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
21.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
21.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
21.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
21.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
21.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
21.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
21.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
20.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
20.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
20.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
20.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
20.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
20.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
20.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
20.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
20.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
20.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
20.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
20.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
20.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
20.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
20.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
20.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
20.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
20.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
20.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
20.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
20.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
19.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
19.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
19.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
19.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
19.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
19.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
19.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
19.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
19.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
19.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
18.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
18.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
18.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
18.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
18.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
18.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
18.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
17.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
17.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
17.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
17.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
17.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
17.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
17.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
17.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
17.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
17.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
17.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
16.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
16.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
16.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
16.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
16.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
16.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
16.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
16.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
16.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
16.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
16.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
16.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
16.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
16.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
16.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
16.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
15.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
15.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
15.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
15.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
15.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
15.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
15.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
15.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
15.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
15.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
15.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
14.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
14.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
14.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
14.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
14.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
14.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
14.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
14.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
13.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
13.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
13.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
13.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
13.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
13.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
12.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
12.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
12.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
12.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
12.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
12.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
12.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
12.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
12.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
12.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
12.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
11.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
11.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
11.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
11.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
11.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
11.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
10.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
10.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
9.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
9.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
8.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
8.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
7.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
7.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 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.
DHRS4L2 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
24.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
80.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
59.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
56.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
54.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
51.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
51.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
48.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
47.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
41.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
39.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
39.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
38.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
37.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
35.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
35.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
34.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
34.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
32.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
32.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
29.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
29.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
28.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
28.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
28.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
26.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
26.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
25.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
25.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
25.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
25.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
25.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
25.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
24.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
24.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
24.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
24.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
24.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
23.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
23.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
23.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
23.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
23.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
23.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
23.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
23.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
22.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
22.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
22.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
22.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
22.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
21.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
21.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
21.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
21.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
21.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
20.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
20.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
20.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
20.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
20.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
20.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
20.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
19.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
19.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
19.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
18.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
18.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
18.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
17.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
17.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
17.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
17.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
16.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
16.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
16.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
16.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
16.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
16.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
15.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
15.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
15.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
15.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
15.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
15.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
15.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
14.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
14.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
13.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
13.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
12.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
12.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
12.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
11.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
11.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
11.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
10.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
10.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
9.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
6.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 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.
DHRS4L2 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
29.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
186.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
135.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
111.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
99.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
98.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
80.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
76.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
76.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
75.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
73.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
71.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
70.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
69.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
68.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
67.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
67.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
64.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
63.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
61.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
61.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
61.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
60.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
60.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
60.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
59.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
59.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
58.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
55.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
55.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
55.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
54.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
54.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
52.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
52.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
51.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
51.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
51.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
50.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
49.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
49.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
49.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
48.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
48.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
48.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
47.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
47.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
47.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
47.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
46.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
46.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
46.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
45.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
45.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
45.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
44.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
43.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
42.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
40.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
40.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
40.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
39.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
39.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
39.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
39.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
38.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
37.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
36.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
36.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
36.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
36.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
35.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
35.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
35.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
35.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
35.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
35.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
34.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
34.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
34.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
34.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
34.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
34.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
33.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
33.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
33.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
33.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
33.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
33.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
32.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
32.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
32.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
32.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
32.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
32.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
31.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
31.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
31.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
31.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
31.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
31.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
31.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
30.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
30.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
30.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
30.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
30.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
30.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
29.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
29.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
29.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
29.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
29.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
29.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
29.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
29.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
28.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
28.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
28.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
28.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
28.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
28.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
28.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
28.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
27.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
27.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
27.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
27.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
27.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
27.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
27.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
27.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
26.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
26.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
26.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
26.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
26.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
26.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
25.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
25.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
25.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
25.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
25.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
24.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
24.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
24.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
24.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
24.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
24.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
23.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
23.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
23.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
23.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
23.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
23.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
23.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
23.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
23.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
23.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
23.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
23.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
22.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
22.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
22.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
22.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
22.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
22.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
22.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
22.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
22.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
22.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
21.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
21.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
21.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
21.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
21.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
21.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
21.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
21.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
21.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
21.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
20.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
20.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
20.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
20.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
20.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
20.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
20.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
20.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
20.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
19.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
19.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
19.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
19.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
19.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
19.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
19.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
19.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
18.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
18.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
18.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
18.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
18.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
18.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
18.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
18.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
18.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
17.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
17.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
17.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
17.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
17.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
16.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
16.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
16.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
16.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
16.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
16.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
16.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
15.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
15.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
14.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
14.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
14.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
14.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
14.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
14.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
13.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
13.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
13.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
12.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
12.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
12.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
12.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
12.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
12.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
11.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
11.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
11.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
10.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
10.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
10.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
10.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
10.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
9.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
9.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
9.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
9.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
9.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
9.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
8.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
8.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
8.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
7.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
7.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
7.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
6.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
6.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
6.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
5.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
5.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
5.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
5.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
5.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
4.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
4.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
4.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
3.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
3.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
3.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
3.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
3.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
3.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 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.
The Human Protein Atlas project is funded
