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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.
OVCA2 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
25.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
52.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
48.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
47.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
42.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
42.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
41.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
41.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
40.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
40.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
36.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
35.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
35.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
35.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
35.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
34.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
30.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
29.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
28.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
27.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
27.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
27.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
27.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
26.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
26.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
26.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
25.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
25.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
24.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
24.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
24.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
24.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
23.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
23.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
22.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
22.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
22.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
21.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
21.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
21.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
21.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
21.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
20.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
20.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
19.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
19.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
19.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
17.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
17.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
17.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
17.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
17.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
17.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
17.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
16.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
15.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
15.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
14.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
14.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
14.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
12.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
11.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
11.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
10.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 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.
OVCA2 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
35.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
80.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
80.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
78.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
69.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
67.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
66.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
64.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
62.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
61.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
61.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
59.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
59.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
59.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
59.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
59.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
57.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
57.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
56.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
56.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
56.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
55.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
55.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
54.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
54.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
53.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
53.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
53.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
53.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
53.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
52.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
52.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
52.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
51.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
50.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
50.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
50.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
50.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
49.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
49.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
49.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
49.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
49.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
49.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
49.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
48.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
48.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
48.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
48.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
48.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
48.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
47.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
47.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
47.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
47.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
47.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
47.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
47.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
47.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
47.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
47.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
47.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
46.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
46.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
46.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
46.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
46.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
46.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
46.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
46.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
46.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
46.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
46.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
46.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
45.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
45.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
45.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
45.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
45.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
45.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
45.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
44.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
44.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
44.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
44.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
44.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
44.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
44.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
44.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
43.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
43.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
43.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
43.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
43.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
43.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
43.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
43.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
43.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
43.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
43.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
43.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
43.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
43.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
43.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
43.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
43.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
43.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
43.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
43.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
42.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
42.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
42.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
42.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
42.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
42.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
42.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
42.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
42.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
42.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
42.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
42.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
42.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
42.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
42.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
42.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
42.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
42.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
42.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
41.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
41.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
41.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
41.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
41.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
41.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
41.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
41.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
41.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
41.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
41.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
41.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
41.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
41.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
41.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
41.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
40.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
40.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
40.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
40.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
40.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
40.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
40.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
40.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
40.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
40.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
40.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
40.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
40.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
39.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
39.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
39.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
39.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
39.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
39.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
39.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
39.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
39.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
39.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
39.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
39.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
39.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
39.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
38.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
38.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
38.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
38.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
38.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
38.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
38.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
38.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
38.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
38.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
38.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
38.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
38.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
38.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
38.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
38.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
37.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
37.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
37.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
37.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
37.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
37.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
37.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
37.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
37.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
37.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
37.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
37.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
37.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
37.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
37.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
37.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
37.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
37.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
37.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
37.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
37.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
37.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
37.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
37.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
37.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
37.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
37.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
37.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
36.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
36.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
36.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
36.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
36.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
36.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
36.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
36.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
36.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
36.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
36.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
36.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
36.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
36.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
36.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
36.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
36.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
36.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
36.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
36.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
35.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
35.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
35.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
35.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
35.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
35.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
35.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
35.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
35.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
35.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
35.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
35.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
35.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
35.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
35.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
35.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
35.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
35.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
35.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
35.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
35.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
34.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
34.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
34.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
34.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
34.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
34.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
34.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
34.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
34.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
34.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
34.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
34.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
34.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
34.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
34.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
34.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
34.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
34.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
34.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
34.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
34.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
34.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
34.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
34.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
34.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
34.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
34.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
34.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
34.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
34.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
34.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
34.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
34.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
34.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
33.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
33.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
33.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
33.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
33.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
33.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
33.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
33.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
33.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
33.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
33.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
33.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
33.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
33.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
33.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
33.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
33.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
33.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
33.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
33.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
33.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
32.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
32.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
32.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
32.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
32.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
32.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
32.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
32.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
32.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
32.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
32.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
32.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
32.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
32.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
32.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
32.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
31.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
31.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
31.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
31.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
31.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
31.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
31.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
31.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
31.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
31.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
31.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
31.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
31.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
31.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
31.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
31.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
31.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
31.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
31.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
31.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
31.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
30.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
30.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
30.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
30.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
30.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
30.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
30.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
30.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
30.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
30.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
30.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
30.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
30.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
30.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
30.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
30.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
30.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
30.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
30.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
30.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
30.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
29.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
29.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
29.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
29.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
29.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
29.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
29.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
29.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
29.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
29.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
29.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
29.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
29.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
29.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
29.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
29.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
29.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
29.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
29.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
29.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
29.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
29.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
29.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
29.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
29.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
29.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
29.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
29.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
29.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
28.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
28.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
28.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
28.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
28.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
28.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
28.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
28.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
28.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
28.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
28.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
28.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
28.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
27.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
27.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
27.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
27.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
27.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
27.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
27.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
27.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
27.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
27.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
27.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
27.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
27.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
27.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
27.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
26.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
26.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
26.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
26.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
26.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
26.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
26.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
26.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
26.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
26.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
26.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
26.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
26.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
26.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
26.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
26.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
26.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
26.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
26.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
26.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
25.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
25.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
25.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
25.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
25.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
25.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
25.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
25.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
24.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
24.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
24.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
24.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
24.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
24.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
24.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
23.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
23.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
23.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
23.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
23.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
23.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
23.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
23.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
23.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
23.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
23.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
23.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
23.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
23.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
23.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
22.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
22.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
22.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
22.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
22.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
22.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
21.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
21.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
21.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
21.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
21.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
21.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
21.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
21.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
21.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
21.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
20.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
20.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
20.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
20.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
20.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
20.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
20.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
20.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
19.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
19.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
19.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
19.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
18.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
18.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
18.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
17.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
17.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
16.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
16.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
16.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
15.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
15.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
15.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
15.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
14.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
14.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
13.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
12.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
10.4
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.
OVCA2 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
32.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
58.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
54.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
50.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
48.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
47.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
45.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
45.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
44.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
44.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
44.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
44.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
43.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
43.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
42.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
42.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
41.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
40.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
40.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
40.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
40.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
39.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
38.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
37.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
37.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
37.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
37.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
37.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
36.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
36.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
36.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
36.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
36.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
35.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
35.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
35.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
35.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
35.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
34.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
34.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
33.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
33.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
33.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
33.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
33.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
32.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
32.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
32.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
32.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
31.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
31.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
31.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
31.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
31.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
30.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
30.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
30.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
30.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
30.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
30.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
30.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
29.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
29.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
29.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
29.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
29.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
29.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
29.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
28.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
28.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
28.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
27.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
27.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
27.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
27.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
27.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
27.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
27.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
27.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
27.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
26.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
25.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
25.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
25.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
25.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
25.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
24.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
24.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
23.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
23.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
23.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
22.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
21.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
20.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
19.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
18.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
18.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
17.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
16.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
14.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
OVCA2 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
52.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
219.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
132.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
120.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
112.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
102.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
100.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
99.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
99.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
99.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
99.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
98.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
98.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
97.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
97.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
95.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
93.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
93.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
92.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
90.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
89.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
89.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
88.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
87.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
83.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
83.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
82.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
82.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
81.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
81.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
80.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
79.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
79.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
79.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
78.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
78.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
78.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
77.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
77.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
77.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
76.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
76.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
76.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
75.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
74.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
74.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
74.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
74.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
72.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
72.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
71.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
70.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
70.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
69.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
69.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
68.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
68.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
68.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
67.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
67.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
67.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
67.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
66.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
66.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
66.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
65.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
65.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
65.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
64.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
64.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
64.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
64.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
64.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
63.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
63.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
63.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
63.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
62.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
62.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
62.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
62.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
62.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
61.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
61.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
61.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
61.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
61.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
60.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
60.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
59.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
59.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
59.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
58.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
58.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
58.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
58.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
58.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
58.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
57.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
57.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
57.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
57.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
57.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
57.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
57.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
56.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
56.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
56.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
56.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
56.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
56.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
56.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
55.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
55.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
55.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
55.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
55.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
55.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
54.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
54.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
54.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
53.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
53.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
53.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
53.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
53.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
53.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
53.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
53.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
53.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
53.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
52.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
52.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
52.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
52.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
52.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
52.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
52.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
52.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
51.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
51.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
51.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
51.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
51.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
51.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
51.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
50.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
50.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
50.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
50.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
49.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
49.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
49.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
48.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
48.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
47.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
47.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
47.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
47.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
46.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
46.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
46.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
45.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
45.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
44.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
44.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
44.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
44.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
44.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
43.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
43.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
43.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
42.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
42.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
42.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
42.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
42.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
41.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
41.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
41.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
41.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
41.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
41.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
41.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
41.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
41.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
41.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
40.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
40.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
40.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
40.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
40.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
40.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
40.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
40.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
40.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
39.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
39.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
39.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
38.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
38.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
38.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
38.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
38.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
38.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
37.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
37.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
37.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
37.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
37.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
37.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
37.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
37.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
37.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
37.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
37.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
36.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
36.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
35.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
35.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
34.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
34.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
34.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
34.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
34.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
33.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
33.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
33.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
33.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
33.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
33.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
33.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
33.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
33.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
33.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
32.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
32.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
32.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
32.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
31.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
31.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
31.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
30.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
30.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
30.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
30.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
30.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
30.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
30.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
30.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
29.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
29.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
29.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
28.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
27.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
27.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
26.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
26.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
26.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
26.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
26.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
26.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
25.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
25.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
24.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
24.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
23.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
23.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
22.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
21.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
19.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
18.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
17.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
17.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
16.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
15.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
15.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
14.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
13.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
13.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
12.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
9.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0020120003
Tumor
0.5
CPT0078510003
Tumor
0.4
CPT0092290003
Tumor
0.4
CPT0007860003
Tumor
0.4
CPT0082010001
Normal
0.4
CPT0012770003
Normal
0.4
CPT0066470004
Tumor
0.3
CPT0006950001
Normal
0.3
CPT0078670001
Normal
0.3
CPT0023360001
Normal
0.3
CPT0025610001
Normal
0.3
CPT0002270011
Tumor
0.3
CPT0092310003
Normal
0.3
CPT0081620001
Normal
0.3
CPT0086890003
Normal
0.3
CPT0069010001
Normal
0.3
CPT0065450001
Normal
0.3
CPT0087050003
Normal
0.3
CPT0077140001
Normal
0.3
CPT0000790001
Normal
0.3
CPT0089040001
Normal
0.3
CPT0019990003
Tumor
0.3
CPT0012570003
Normal
0.3
CPT0012670003
Tumor
0.3
CPT0077500001
Normal
0.3
CPT0014350001
Normal
0.2
CPT0088480003
Tumor
0.2
CPT0088710001
Normal
0.2
CPT0001550001
Normal
0.2
CPT0063630003
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0001230001
Normal
0.2
CPT0009020003
Normal
0.2
CPT0009080003
Normal
0.2
CPT0089480003
Normal
0.2
CPT0011240003
Tumor
0.2
CPT0088780001
Normal
0.2
CPT0012280003
Tumor
0.2
CPT0079000001
Normal
0.2
CPT0021240003
Tumor
0.2
CPT0088640003
Normal
0.2
CPT0078940001
Normal
0.2
CPT0002370001
Normal
0.2
CPT0078840001
Normal
0.2
CPT0066520001
Normal
0.2
CPT0088500001
Normal
0.2
CPT0025920001
Normal
0.2
CPT0020020001
Normal
0.2
CPT0012290003
Normal
0.2
CPT0065750003
Tumor
0.2
CPT0020130001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0086030003
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0092740003
Normal
0.2
CPT0000890001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0001350001
Normal
0.2
CPT0015730003
Tumor
0.2
CPT0010170001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0012090003
Normal
0.1
CPT0018250001
Normal
0.1
CPT0086370003
Normal
0.1
CPT0088920001
Normal
0.1
CPT0012080003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0079430001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0079510001
Normal
0.1
CPT0063330001
Normal
0.1
CPT0013790003
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0026420001
Normal
0.1
CPT0077110003
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0017410003
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0086970003
Normal
0.1
CPT0084560003
Tumor
0.1
CPT0014130001
Normal
0.1
CPT0078990003
Tumor
0.1
CPT0088970003
Tumor
0.1
CPT0001500009
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0026410003
Tumor
0.1
CPT0012640003
Normal
0.1
CPT0012180003
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0012550003
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0075560003
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0011410003
Tumor
0.0
CPT0081880003
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0025580004
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0069160003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0086950003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0065430003
Tumor
-0.1
CPT0088760003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0006630003
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0078800003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0010120001
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0012370003
Tumor
-0.1
CPT0079300001
Normal
-0.1
CPT0084590001
Normal
-0.1
CPT0002350011
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0065870003
Tumor
-0.1
CPT0000780007
Tumor
-0.1
CPT0025290003
Tumor
-0.1
CPT0088630003
Tumor
-0.1
CPT0010160003
Tumor
-0.1
CPT0006440003
Tumor
-0.2
CPT0065820001
Normal
-0.2
CPT0014370004
Tumor
-0.2
CPT0086820003
Tumor
-0.2
CPT0009000003
Tumor
-0.2
CPT0000870016
Tumor
-0.2
CPT0017850003
Tumor
-0.2
CPT0071150004
Tumor
-0.2
CPT0075170001
Normal
-0.2
CPT0078530001
Normal
-0.2
CPT0001260009
Tumor
-0.2
CPT0087040003
Tumor
-0.2
CPT0025110003
Tumor
-0.2
CPT0076330003
Tumor
-0.2
CPT0025170003
Tumor
-0.2
CPT0075130003
Tumor
-0.2
CPT0025350003
Tumor
-0.2
CPT0079380003
Tumor
-0.2
CPT0077320001
Normal
-0.2
CPT0079180003
Tumor
-0.2
CPT0025880003
Tumor
-0.2
CPT0012900004
Tumor
-0.2
CPT0092190003
Normal
-0.2
CPT0065930003
Tumor
-0.2
CPT0088550004
Tumor
-0.2
CPT0001220008
Tumor
-0.3
CPT0007320003
Tumor
-0.3
CPT0079410003
Tumor
-0.3
CPT0081990003
Tumor
-0.3
CPT0063320003
Tumor
-0.3
CPT0064370003
Tumor
-0.3
CPT0079270003
Tumor
-0.3
CPT0023350003
Tumor
-0.3
CPT0001270001
Normal
-0.3
CPT0001340003
Tumor
-0.3
CPT0089460004
Tumor
-0.4
CPT0079230003
Tumor
-0.4
CPT0088900003
Tumor
-0.4
CPT0078930003
Tumor
-0.4
CPT0019130003
Tumor
-0.4
CPT0092160003
Tumor
-0.5
CPT0014450004
Tumor
-0.5
CPT0000640003
Tumor
-0.5
CPT0078660003
Tumor
-0.6
CPT0085670003
Tumor
-0.6
CPT0015910003
Tumor
-0.6
CPT0086870003
Tumor
-0.7
CPT0001180009
Tumor
-0.7
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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.