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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.
TFEB 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
27.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
61.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
59.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
53.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
53.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
48.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
44.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
44.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
43.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
43.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
43.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
42.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
41.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
35.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
34.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
33.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
32.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
32.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
31.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
31.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
30.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
29.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
29.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
28.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
28.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
27.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
27.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
27.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
27.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
26.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
26.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
26.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
26.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
26.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
25.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
25.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
25.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
25.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
24.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
24.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
23.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
23.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
22.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
22.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
21.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
21.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
20.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
20.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
20.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
19.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
19.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
19.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
16.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
16.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
16.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
16.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
15.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
15.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
15.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
15.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
11.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
10.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
9.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
8.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 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.
TFEB is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
50.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
33.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
31.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
29.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
26.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
24.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
24.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
24.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
24.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
24.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
24.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
24.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
23.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
23.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
23.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
22.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
22.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
22.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
22.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
22.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
22.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
21.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
20.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
20.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
20.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
20.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
20.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
20.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
20.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
20.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
20.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
20.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
20.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
20.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
20.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
20.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
20.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
20.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
20.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
19.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
19.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
19.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
19.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
19.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
19.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
19.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
19.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
19.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
19.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
19.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
19.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
19.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
19.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
19.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
19.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
19.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
19.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
19.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
18.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
18.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
18.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
18.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
18.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
18.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
18.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
18.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
18.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
18.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
18.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
18.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
18.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
18.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
18.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
18.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
18.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
18.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
18.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
18.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
18.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
18.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
17.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
17.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
17.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
17.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
17.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
17.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
17.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
17.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
17.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
17.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
17.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
17.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
17.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
17.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
17.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
17.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
17.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
17.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
17.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
17.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
17.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
17.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
17.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
17.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
17.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
17.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
17.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
16.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
16.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
16.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
16.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
16.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
16.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
16.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
16.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
16.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
16.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
16.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
16.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
16.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
16.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
16.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
16.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
16.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
16.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
16.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
16.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
16.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
16.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
16.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
16.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
16.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
16.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
16.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
16.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
16.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
16.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
16.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
15.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
15.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
15.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
15.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
15.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
15.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
15.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
15.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
15.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
15.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
15.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
15.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
15.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
15.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
15.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
15.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
15.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
15.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
15.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
15.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
15.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
15.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
15.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
15.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
15.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
15.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
15.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
15.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
15.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
15.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
15.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
15.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
15.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
15.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
15.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
15.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
15.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
15.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
15.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
14.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
14.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
14.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
14.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
14.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
14.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
14.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
14.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
14.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
14.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
14.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
14.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
14.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
14.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
14.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
14.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
14.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
14.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
14.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
14.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
14.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
14.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
14.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
14.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
14.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
14.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
14.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
14.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
14.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
14.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
14.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
14.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
14.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
14.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
14.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
14.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
14.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
14.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
14.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
14.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
14.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
14.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
14.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
14.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
14.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
14.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
14.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
14.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
14.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
14.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
14.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
14.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
14.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
14.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
14.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
14.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
14.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
14.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
14.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
14.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
13.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
13.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
13.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
13.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
13.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
13.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
13.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
13.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
13.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
13.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
13.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
13.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
13.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
13.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
13.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
13.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
13.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
13.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
13.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
13.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
13.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
13.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
13.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
13.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
13.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
13.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
13.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
13.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
13.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
13.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
13.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
13.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
13.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
13.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
13.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
13.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
12.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
12.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
12.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
12.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
12.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
12.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
12.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
12.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
12.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
12.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
12.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
12.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
12.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
12.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
12.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
12.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
12.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
12.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
12.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
12.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
12.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
12.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
12.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
12.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
12.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
12.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
12.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
12.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
12.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
12.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
12.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
12.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
12.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
12.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
12.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
12.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
12.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
12.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
12.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
12.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
12.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
12.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
12.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
12.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
12.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
12.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
12.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
12.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
12.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
12.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
12.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
11.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
11.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
11.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
11.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
11.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
11.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
11.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
11.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
11.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
11.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
11.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
11.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
11.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
11.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
11.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
11.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
11.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
11.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
11.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
11.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
11.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
11.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
11.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
11.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
11.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
11.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
11.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
11.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
11.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
11.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
11.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
11.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
11.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
11.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
11.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
11.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
11.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
11.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
11.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
11.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
10.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
10.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
10.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
10.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
10.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
10.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
10.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
10.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
10.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
10.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
10.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
10.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
10.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
10.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
10.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
10.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
10.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
10.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
10.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
10.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
10.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
10.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
10.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
10.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
10.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
10.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
10.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
10.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
10.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
10.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
10.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
10.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
9.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
9.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
9.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
9.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
9.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
9.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
9.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
9.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
9.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
9.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
9.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
9.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
9.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
9.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
9.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
9.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
9.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
9.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
9.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
9.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
9.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
9.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
9.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
9.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
9.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
9.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
9.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
9.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
9.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
9.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
9.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
8.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
8.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
8.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
8.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
8.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
8.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
8.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
8.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
8.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
8.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
8.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
8.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
8.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
8.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
8.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
8.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
8.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
8.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
8.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
8.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
8.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
8.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
8.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
8.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
8.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
8.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
8.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
8.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
7.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
7.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
7.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
7.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
7.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
7.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
7.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
7.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
7.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
7.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
7.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
7.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
7.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
7.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
7.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
7.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
7.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
7.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
7.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
7.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
7.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
7.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
7.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
7.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
7.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
7.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
6.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
6.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
6.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
6.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
6.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
6.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
6.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
6.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
6.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
6.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
6.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
6.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
6.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
6.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
5.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
5.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
5.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
5.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
5.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
5.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
5.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
5.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
5.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
4.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
4.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
4.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
4.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
1.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
TFEB is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
30.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
27.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
27.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
25.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
24.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
23.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
23.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
23.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
22.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
21.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
21.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
21.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
20.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
20.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
20.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
20.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
20.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
20.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
19.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
19.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
19.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
18.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
18.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
18.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
18.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
18.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
18.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
18.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
17.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
17.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
17.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
17.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
16.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
16.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
16.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
16.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
16.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
15.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
15.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
15.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
15.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
15.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
15.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
15.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
15.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
15.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
15.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
15.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
15.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
14.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
14.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
14.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
14.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
14.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
14.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
14.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
14.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
14.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
14.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
14.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
13.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
13.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
13.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
13.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
13.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
13.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
12.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
12.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
12.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
12.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
12.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
12.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
12.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
11.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
11.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
11.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
11.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
10.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
10.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
10.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
10.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
10.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
10.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
10.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
9.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
9.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
9.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
9.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
8.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
8.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
7.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
7.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
7.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
7.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
6.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
6.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TFEB 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
16.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
203.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
142.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
108.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
53.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
53.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
47.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
46.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
46.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
41.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
39.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
35.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
34.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
34.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
32.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
30.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
30.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
30.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
29.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
28.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
28.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
28.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
27.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
27.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
27.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
27.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
27.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
26.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
26.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
25.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
25.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
25.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
25.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
24.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
24.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
24.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
23.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
23.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
23.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
23.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
23.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
23.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
23.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
23.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
23.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
22.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
22.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
22.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
22.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
22.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
22.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
21.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
21.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
21.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
20.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
20.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
20.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
20.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
20.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
20.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
20.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
20.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
20.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
20.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
20.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
20.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
19.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
19.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
19.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
19.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
19.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
18.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
18.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
18.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
18.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
18.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
18.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
18.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
18.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
18.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
18.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
18.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
17.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
17.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
17.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
17.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
17.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
17.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
17.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
16.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
16.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
16.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
16.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
16.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
16.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
16.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
16.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
15.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
15.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
15.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
15.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
15.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
15.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
15.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
15.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
15.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
15.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
15.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
15.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
15.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
15.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
15.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
15.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
15.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
15.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
15.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
15.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
15.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
14.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
14.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
14.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
14.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
14.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
14.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
14.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
14.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
14.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
14.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
14.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
14.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
14.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
14.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
14.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
14.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
14.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
14.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
14.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
13.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
13.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
13.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
13.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
13.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
13.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
13.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
13.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
13.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
13.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
13.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
13.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
13.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
13.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
13.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
13.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
13.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
12.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
12.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
12.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
12.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
12.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
12.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
12.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
12.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
12.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
12.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
12.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
12.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
12.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
12.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
12.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
12.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
12.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
12.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
12.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
12.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
12.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
11.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
11.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
11.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
11.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
11.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
11.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
11.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
11.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
11.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
11.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
11.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
11.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
11.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
11.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
11.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
11.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
11.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
11.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
11.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
11.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
10.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
10.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
10.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
10.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
10.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
10.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
10.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
10.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
10.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
10.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
10.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
10.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
10.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
10.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
10.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
10.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
10.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
10.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
9.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
9.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
9.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
9.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
9.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
9.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
9.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
9.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
9.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
9.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
9.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
9.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
9.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
8.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
8.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
8.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
8.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
8.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
8.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
8.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
8.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
8.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
8.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
8.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
7.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
7.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
7.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
7.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
7.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
7.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
7.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
7.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
7.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
7.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
7.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
6.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
6.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
6.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
6.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
6.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
6.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
6.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
6.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
5.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
5.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
5.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
5.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
4.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
4.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
4.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
4.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
4.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
4.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
3.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
3.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
3.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
3.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
3.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
2.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
2.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
2.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
1.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088550004
Tumor
1.0
CPT0088970003
Tumor
0.9
CPT0023360001
Normal
0.6
CPT0011410003
Tumor
0.6
CPT0065430003
Tumor
0.6
CPT0071150004
Tumor
0.5
CPT0076330003
Tumor
0.5
CPT0078990003
Tumor
0.5
CPT0000780007
Tumor
0.5
CPT0017410003
Tumor
0.5
CPT0077110003
Tumor
0.5
CPT0079380003
Tumor
0.4
CPT0009000003
Tumor
0.4
CPT0079300001
Normal
0.4
CPT0088900003
Tumor
0.4
CPT0026410003
Tumor
0.4
CPT0079180003
Tumor
0.4
CPT0023690003
Tumor
0.4
CPT0079230003
Tumor
0.3
CPT0065930003
Tumor
0.3
CPT0087040003
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0000640003
Tumor
0.3
CPT0025580004
Tumor
0.3
CPT0010120001
Normal
0.3
CPT0010110003
Tumor
0.3
CPT0077490003
Tumor
0.3
CPT0088630003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0010160003
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0081990003
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0075720003
Tumor
0.3
CPT0075560003
Tumor
0.3
CPT0075170001
Normal
0.2
CPT0019130003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0077320001
Normal
0.2
CPT0006630003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0012180003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0078510003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0086820003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0014470001
Normal
0.2
CPT0025230003
Tumor
0.2
CPT0092160003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0087050003
Normal
0.2
CPT0015730003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0063630003
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0065750003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0024680001
Normal
0.1
CPT0088480003
Tumor
0.1
CPT0001260009
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0078530001
Normal
0.1
CPT0088760003
Tumor
0.1
CPT0077310003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0007860003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0009060003
Tumor
0.1
CPT0086370003
Normal
0.1
CPT0081620001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0001180009
Tumor
0.1
CPT0081880003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0064370003
Tumor
0.1
CPT0069160003
Tumor
0.0
CPT0089020003
Tumor
0.0
CPT0012280003
Tumor
0.0
CPT0084560003
Tumor
0.0
CPT0001500009
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0078800003
Tumor
0.0
CPT0001350001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0012550003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0025350003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0012770003
Normal
0.0
CPT0088500001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0025610001
Normal
-0.1
CPT0063330001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0025880003
Tumor
-0.1
CPT0025060001
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0014450004
Tumor
-0.1
CPT0078670001
Normal
-0.1
CPT0025290003
Tumor
-0.1
CPT0006730001
Normal
-0.1
CPT0079410003
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0079510001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0002350011
Tumor
-0.1
CPT0025920001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0015910003
Tumor
-0.1
CPT0088920001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0079000001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0012640003
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0020120003
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0078660003
Tumor
-0.1
CPT0018250001
Normal
-0.1
CPT0017450001
Normal
-0.2
CPT0010170001
Normal
-0.2
CPT0092310003
Normal
-0.2
CPT0002370001
Normal
-0.2
CPT0009020003
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0001340003
Tumor
-0.2
CPT0012570003
Normal
-0.2
CPT0020020001
Normal
-0.2
CPT0092800003
Normal
-0.2
CPT0013790003
Normal
-0.2
CPT0021240003
Tumor
-0.2
CPT0007470001
Normal
-0.2
CPT0086950003
Tumor
-0.2
CPT0088780001
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0012900004
Tumor
-0.2
CPT0000790001
Normal
-0.2
CPT0078840001
Normal
-0.2
CPT0092290003
Tumor
-0.2
CPT0014350001
Normal
-0.2
CPT0082010001
Normal
-0.2
CPT0012920003
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0007320003
Tumor
-0.3
CPT0066430001
Normal
-0.3
CPT0012090003
Normal
-0.3
CPT0023350003
Tumor
-0.3
CPT0077140001
Normal
-0.3
CPT0009080003
Normal
-0.3
CPT0069010001
Normal
-0.3
CPT0026420001
Normal
-0.3
CPT0002270011
Tumor
-0.3
CPT0024670003
Tumor
-0.3
CPT0012670003
Tumor
-0.5
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
