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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.
R3HCC1 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
34.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
101.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
90.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
85.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
69.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
68.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
61.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
54.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
54.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
53.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
51.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
51.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
48.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
47.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
45.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
44.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
44.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
42.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
39.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
34.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
34.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
33.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
32.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
32.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
32.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
32.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
31.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
31.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
31.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
29.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
29.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
29.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
28.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
28.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
28.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
28.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
28.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
28.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
27.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
27.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
27.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
26.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
26.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
26.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
25.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
25.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
24.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
24.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
23.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
22.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
22.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
21.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
20.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
19.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
19.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
19.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
18.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
18.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
18.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
17.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
17.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
15.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
10.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
10.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 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.
R3HCC1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
29.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
63.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
58.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
56.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
56.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
54.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
54.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
53.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
53.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
51.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
50.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
50.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
50.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
49.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
48.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
48.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
48.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
48.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
47.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
47.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
47.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
47.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
47.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
47.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
46.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
46.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
46.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
46.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
46.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
46.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
45.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
45.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
45.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
45.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
45.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
45.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
44.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
44.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
44.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
44.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
44.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
44.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
43.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
43.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
43.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
43.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
43.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
43.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
43.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
43.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
42.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
42.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
42.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
42.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
42.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
42.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
42.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
42.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
42.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
41.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
41.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
41.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
41.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
41.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
41.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
41.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
41.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
41.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
41.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
40.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
40.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
40.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
40.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
40.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
40.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
40.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
40.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
40.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
40.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
40.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
40.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
40.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
40.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
40.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
40.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
39.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
39.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
39.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
39.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
39.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
39.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
39.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
39.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
39.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
39.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
39.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
39.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
39.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
39.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
39.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
38.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
38.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
38.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
38.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
38.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
38.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
38.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
38.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
38.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
38.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
38.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
38.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
38.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
38.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
38.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
38.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
38.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
38.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
38.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
37.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
37.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
37.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
37.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
37.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
37.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
37.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
37.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
37.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
37.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
37.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
36.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
36.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
36.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
36.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
36.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
36.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
36.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
36.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
36.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
36.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
35.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
35.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
35.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
35.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
35.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
35.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
35.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
35.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
35.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
35.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
35.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
34.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
34.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
34.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
34.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
34.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
34.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
34.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
34.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
34.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
34.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
34.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
34.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
34.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
34.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
34.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
34.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
34.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
34.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
34.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
33.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
33.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
33.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
33.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
33.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
33.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
33.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
33.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
33.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
33.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
33.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
33.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
33.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
33.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
33.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
33.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
33.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
33.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
33.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
33.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
32.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
32.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
32.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
32.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
32.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
32.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
32.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
32.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
32.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
32.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
32.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
32.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
32.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
32.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
32.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
32.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
32.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
32.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
32.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
32.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
31.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
31.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
31.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
31.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
31.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
31.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
31.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
31.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
31.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
31.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
31.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
31.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
31.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
31.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
31.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
31.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
31.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
31.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
31.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
31.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
30.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
30.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
30.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
30.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
30.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
30.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
30.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
30.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
30.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
30.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
30.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
30.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
29.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
29.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
29.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
29.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
29.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
29.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
29.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
29.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
29.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
29.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
29.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
29.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
29.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
29.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
29.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
29.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
29.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
29.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
29.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
28.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
28.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
28.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
28.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
28.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
28.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
28.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
28.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
28.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
28.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
28.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
28.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
28.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
28.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
28.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
28.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
28.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
28.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
28.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
27.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
27.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
27.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
27.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
27.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
27.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
27.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
27.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
27.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
27.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
27.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
27.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
27.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
27.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
27.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
27.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
26.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
26.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
26.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
26.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
26.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
26.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
26.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
26.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
26.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
26.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
26.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
26.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
26.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
25.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
25.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
25.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
25.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
25.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
25.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
25.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
25.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
25.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
25.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
25.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
25.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
25.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
24.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
24.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
24.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
24.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
24.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
24.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
24.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
24.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
24.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
24.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
24.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
24.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
24.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
24.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
24.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
24.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
24.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
24.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
24.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
24.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
24.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
24.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
23.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
23.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
23.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
23.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
23.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
23.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
23.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
23.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
23.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
23.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
23.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
23.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
23.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
23.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
23.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
23.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
23.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
22.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
22.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
22.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
22.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
22.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
22.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
22.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
22.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
22.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
22.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
22.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
22.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
22.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
22.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
22.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
21.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
21.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
21.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
21.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
21.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
21.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
21.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
21.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
21.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
21.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
21.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
21.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
21.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
21.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
21.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
21.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
21.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
21.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
21.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
21.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
21.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
21.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
21.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
20.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
20.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
20.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
20.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
20.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
20.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
20.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
20.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
20.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
20.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
20.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
20.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
20.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
20.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
20.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
20.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
20.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
20.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
20.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
20.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
20.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
20.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
20.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
20.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
20.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
20.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
20.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
20.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
19.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
19.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
19.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
19.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
19.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
19.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
19.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
19.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
19.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
19.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
19.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
19.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
18.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
18.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
18.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
18.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
18.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
18.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
18.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
18.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
18.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
18.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
18.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
18.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
18.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
18.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
17.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
17.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
17.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
17.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
17.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
17.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
17.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
17.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
17.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
17.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
17.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
16.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
16.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
16.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
16.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
16.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
16.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
16.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
16.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
16.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
16.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
16.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
16.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
15.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
15.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
15.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
15.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
15.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
14.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
14.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
14.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
14.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
14.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
14.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
14.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
14.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
14.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
14.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
13.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
13.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
13.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
13.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
13.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
13.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
13.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
13.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
13.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
13.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
13.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
13.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
12.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
12.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
12.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
12.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
12.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
11.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
11.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
9.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
9.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
9.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
9.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
8.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
8.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
8.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
7.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
6.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
5.0
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.
R3HCC1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
27.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
63.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
50.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
48.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
42.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
42.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
41.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
41.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
37.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
37.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
37.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
37.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
37.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
36.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
36.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
36.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
36.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
35.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
35.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
35.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
34.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
34.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
34.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
34.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
33.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
33.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
33.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
31.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
31.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
31.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
31.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
31.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
31.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
30.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
30.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
29.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
29.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
29.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
29.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
29.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
29.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
29.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
28.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
28.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
28.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
28.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
28.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
28.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
28.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
28.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
27.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
27.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
26.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
26.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
26.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
26.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
25.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
25.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
24.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
24.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
24.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
23.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
23.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
23.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
23.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
23.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
22.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
22.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
22.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
22.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
22.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
22.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
21.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
21.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
20.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
20.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
20.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
20.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
20.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
20.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
19.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
18.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
18.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
18.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
18.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
18.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
17.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
17.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
16.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
16.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
16.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
16.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
15.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
15.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
14.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
14.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
14.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
12.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
12.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 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.
R3HCC1 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
32.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
103.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
93.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
88.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
80.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
75.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
73.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
68.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
67.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
66.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
65.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
63.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
61.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
60.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
60.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
58.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
58.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
57.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
57.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
56.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
55.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
55.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
53.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
53.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
52.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
52.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
51.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
50.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
50.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
49.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
49.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
49.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
49.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
49.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
49.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
49.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
48.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
47.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
47.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
46.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
46.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
46.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
45.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
45.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
45.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
44.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
44.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
44.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
44.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
44.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
44.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
44.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
44.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
43.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
42.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
42.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
42.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
41.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
41.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
41.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
41.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
41.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
41.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
41.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
40.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
40.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
40.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
40.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
40.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
40.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
40.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
39.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
39.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
39.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
38.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
38.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
38.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
38.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
38.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
38.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
37.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
37.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
37.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
37.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
37.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
36.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
36.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
36.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
36.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
36.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
36.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
36.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
35.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
35.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
35.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
35.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
34.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
34.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
34.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
34.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
34.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
34.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
34.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
34.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
34.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
34.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
34.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
33.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
33.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
33.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
33.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
33.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
33.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
33.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
33.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
32.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
32.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
32.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
32.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
32.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
32.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
31.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
31.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
31.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
31.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
31.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
31.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
31.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
31.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
30.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
30.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
30.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
30.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
30.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
30.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
29.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
29.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
29.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
29.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
29.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
29.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
29.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
28.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
28.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
28.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
28.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
28.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
28.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
28.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
28.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
28.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
28.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
28.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
28.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
27.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
27.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
27.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
27.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
27.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
27.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
27.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
26.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
26.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
26.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
26.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
26.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
26.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
26.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
26.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
26.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
26.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
25.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
25.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
25.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
25.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
25.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
25.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
25.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
25.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
25.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
25.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
25.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
25.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
25.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
24.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
24.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
24.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
24.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
24.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
24.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
24.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
24.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
24.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
24.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
24.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
24.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
24.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
24.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
24.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
24.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
24.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
24.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
24.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
24.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
23.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
23.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
23.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
23.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
23.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
23.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
23.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
23.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
23.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
23.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
22.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
22.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
22.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
22.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
22.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
22.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
22.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
22.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
22.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
22.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
22.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
22.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
22.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
22.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
22.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
21.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
21.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
21.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
21.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
21.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
21.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
20.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
20.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
20.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
20.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
20.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
20.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
20.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
20.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
19.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
19.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
19.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
19.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
19.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
19.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
18.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
18.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
18.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
18.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
17.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
17.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
17.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
17.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
17.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
17.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
16.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
16.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
16.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
16.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
16.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
16.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
16.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
15.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
15.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
15.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
15.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
15.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
14.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
14.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
14.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
14.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
14.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
13.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
13.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
12.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
11.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
10.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
10.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
9.7
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078510003
Tumor
1.1
CPT0025230003
Tumor
0.6
CPT0006630003
Tumor
0.5
CPT0077110003
Tumor
0.5
CPT0012080003
Tumor
0.5
CPT0069000003
Tumor
0.5
CPT0089020003
Tumor
0.5
CPT0026410003
Tumor
0.4
CPT0025350003
Tumor
0.4
CPT0078830003
Tumor
0.4
CPT0086870003
Tumor
0.4
CPT0077490003
Tumor
0.4
CPT0000870016
Tumor
0.4
CPT0000640003
Tumor
0.4
CPT0089460004
Tumor
0.4
CPT0011240003
Tumor
0.4
CPT0079270003
Tumor
0.4
CPT0002350011
Tumor
0.4
CPT0088970003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0015910003
Tumor
0.3
CPT0092790003
Tumor
0.3
CPT0023710001
Normal
0.3
CPT0078990003
Tumor
0.3
CPT0066470004
Tumor
0.3
CPT0012770003
Normal
0.3
CPT0025880003
Tumor
0.3
CPT0078840001
Normal
0.3
CPT0079230003
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0017850003
Tumor
0.2
CPT0079180003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0075170001
Normal
0.2
CPT0092310003
Normal
0.2
CPT0020120003
Tumor
0.2
CPT0086890003
Normal
0.2
CPT0088550004
Tumor
0.2
CPT0001500009
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0069010001
Normal
0.2
CPT0014350001
Normal
0.2
CPT0086950003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0025610001
Normal
0.2
CPT0065930003
Tumor
0.2
CPT0002270011
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0064370003
Tumor
0.2
CPT0007470001
Normal
0.2
CPT0077500001
Normal
0.2
CPT0006730001
Normal
0.2
CPT0086370003
Normal
0.2
CPT0023360001
Normal
0.2
CPT0000890001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0015810003
Tumor
0.2
CPT0066480003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0089480003
Normal
0.1
CPT0092740003
Normal
0.1
CPT0079000001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0000780007
Tumor
0.1
CPT0014130001
Normal
0.1
CPT0065810003
Tumor
0.1
CPT0000790001
Normal
0.1
CPT0092800003
Normal
0.1
CPT0012090003
Normal
0.1
CPT0001260009
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0006950001
Normal
0.1
CPT0084590001
Normal
0.1
CPT0086820003
Tumor
0.1
CPT0076350001
Normal
0.1
CPT0007870001
Normal
0.1
CPT0012670003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0081620001
Normal
0.1
CPT0026420001
Normal
0.1
CPT0002370001
Normal
0.1
CPT0010170001
Normal
0.1
CPT0077140001
Normal
0.1
CPT0066430001
Normal
0.1
CPT0010160003
Tumor
0.1
CPT0075130003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0079430001
Normal
0.1
CPT0086970003
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0006900003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0011410003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0024680001
Normal
0.1
CPT0084560003
Tumor
0.0
CPT0065450001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0009080003
Normal
0.0
CPT0078940001
Normal
0.0
CPT0092190003
Normal
0.0
CPT0010120001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0078530001
Normal
0.0
CPT0020130001
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0024670003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0081990003
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0012640003
Normal
0.0
CPT0075570001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0088630003
Tumor
0.0
CPT0078660003
Tumor
-0.1
CPT0085670003
Tumor
-0.1
CPT0000660001
Normal
-0.1
CPT0017410003
Tumor
-0.1
CPT0082010001
Normal
-0.1
CPT0021240003
Tumor
-0.1
CPT0018250001
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0001270001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0079510001
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0014370004
Tumor
-0.1
CPT0088780001
Normal
-0.1
CPT0086030003
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0077310003
Tumor
-0.1
CPT0088920001
Normal
-0.1
CPT0078800003
Tumor
-0.1
CPT0079300001
Normal
-0.1
CPT0065690003
Tumor
-0.1
CPT0081600003
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0010110003
Tumor
-0.1
CPT0017450001
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0025110003
Tumor
-0.2
CPT0001180009
Tumor
-0.2
CPT0023690003
Tumor
-0.2
CPT0065750003
Tumor
-0.2
CPT0065870003
Tumor
-0.2
CPT0077320001
Normal
-0.2
CPT0009020003
Normal
-0.2
CPT0069160003
Tumor
-0.2
CPT0009060003
Tumor
-0.2
CPT0012900004
Tumor
-0.2
CPT0088480003
Tumor
-0.2
CPT0063630003
Tumor
-0.3
CPT0019130003
Tumor
-0.3
CPT0015730003
Tumor
-0.3
CPT0025170003
Tumor
-0.3
CPT0079380003
Tumor
-0.3
CPT0006440003
Tumor
-0.3
CPT0012180003
Tumor
-0.3
CPT0079410003
Tumor
-0.3
CPT0065430003
Tumor
-0.4
CPT0075560003
Tumor
-0.4
CPT0007860003
Tumor
-0.4
CPT0014160003
Tumor
-0.5
CPT0012280003
Tumor
-0.5
CPT0025290003
Tumor
-0.5
CPT0092290003
Tumor
-0.5
CPT0001340003
Tumor
-0.5
CPT0023350003
Tumor
-0.6
CPT0076330003
Tumor
-0.6
CPT0012550003
Tumor
-0.7
CPT0081880003
Tumor
-0.9
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
