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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.
EPAS1 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
49.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
302.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
150.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
137.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
125.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
111.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
104.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
89.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
81.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
79.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
72.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
70.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
69.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
67.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
66.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
61.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
61.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
59.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
59.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
57.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
57.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
57.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
56.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
56.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
51.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
49.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
46.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
46.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
44.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
40.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
40.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
38.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
38.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
37.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
36.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
36.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
36.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
34.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
34.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
33.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
32.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
32.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
32.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
30.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
30.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
29.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
24.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
24.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
23.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
22.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
22.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
21.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
20.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
19.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
18.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
18.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
15.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
15.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
12.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
11.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
7.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
7.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
5.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
5.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
EPAS1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
190.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
774.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
700.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
681.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
681.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
661.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
655.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
645.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
640.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
634.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
625.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
608.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
598.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
588.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
585.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
565.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
562.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
552.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
551.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
549.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
547.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
541.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
536.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
531.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
521.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
515.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
511.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
509.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
508.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
502.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
475.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
474.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
473.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
471.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
461.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
458.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
454.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
453.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
453.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
447.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
446.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
442.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
439.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
438.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
436.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
435.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
433.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
432.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
431.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
431.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
420.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
408.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
405.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
400.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
400.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
400.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
395.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
395.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
393.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
391.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
386.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
386.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
385.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
381.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
379.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
372.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
372.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
370.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
369.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
365.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
362.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
360.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
358.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
355.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
355.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
353.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
347.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
346.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
345.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
343.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
341.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
340.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
338.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
337.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
337.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
337.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
333.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
333.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
332.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
330.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
327.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
327.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
324.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
323.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
322.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
320.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
319.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
319.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
318.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
316.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
314.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
313.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
311.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
309.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
307.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
303.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
299.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
299.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
298.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
293.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
292.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
291.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
291.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
290.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
287.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
287.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
286.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
286.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
284.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
283.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
283.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
281.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
280.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
279.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
279.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
278.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
277.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
274.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
274.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
274.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
271.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
268.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
268.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
268.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
268.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
266.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
264.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
264.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
262.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
261.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
260.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
258.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
256.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
256.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
255.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
254.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
249.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
249.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
249.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
248.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
246.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
245.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
243.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
243.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
243.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
242.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
242.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
241.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
240.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
239.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
237.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
237.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
237.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
236.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
235.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
235.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
234.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
233.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
233.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
233.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
232.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
232.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
231.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
229.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
229.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
229.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
228.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
227.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
227.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
225.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
224.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
223.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
222.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
221.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
221.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
220.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
219.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
218.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
218.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
217.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
215.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
215.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
215.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
210.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
209.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
209.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
209.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
205.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
205.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
205.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
204.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
203.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
202.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
201.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
201.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
201.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
200.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
200.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
199.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
198.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
196.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
195.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
195.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
194.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
194.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
193.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
193.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
192.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
191.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
187.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
184.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
182.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
182.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
181.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
181.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
180.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
180.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
179.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
179.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
179.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
177.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
175.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
174.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
173.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
173.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
172.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
172.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
172.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
172.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
171.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
170.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
170.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
169.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
169.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
168.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
166.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
166.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
165.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
165.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
164.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
163.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
162.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
159.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
159.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
158.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
157.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
157.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
155.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
154.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
154.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
154.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
153.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
152.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
151.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
150.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
150.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
150.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
148.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
147.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
147.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
147.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
146.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
144.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
143.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
142.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
141.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
141.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
141.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
140.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
140.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
139.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
139.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
139.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
139.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
139.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
139.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
139.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
139.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
136.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
136.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
135.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
135.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
134.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
134.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
131.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
130.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
130.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
130.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
130.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
129.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
128.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
127.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
126.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
125.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
124.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
124.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
124.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
123.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
122.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
121.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
120.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
120.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
119.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
118.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
118.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
117.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
117.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
116.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
116.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
116.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
116.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
115.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
114.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
114.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
114.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
113.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
112.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
111.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
111.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
110.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
110.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
110.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
108.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
108.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
107.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
106.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
106.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
105.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
105.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
104.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
103.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
103.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
102.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
102.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
101.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
101.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
100.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
100.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
100.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
100.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
98.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
98.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
98.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
97.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
96.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
96.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
96.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
94.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
94.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
92.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
91.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
91.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
90.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
90.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
88.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
85.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
84.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
83.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
83.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
82.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
82.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
82.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
82.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
81.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
80.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
78.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
77.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
77.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
77.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
77.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
76.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
76.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
76.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
76.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
75.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
74.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
74.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
74.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
74.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
73.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
72.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
71.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
71.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
71.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
71.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
71.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
71.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
70.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
69.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
69.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
69.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
69.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
68.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
68.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
68.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
68.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
67.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
66.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
64.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
63.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
62.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
62.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
62.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
62.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
62.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
59.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
58.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
58.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
56.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
55.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
54.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
54.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
53.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
52.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
52.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
51.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
51.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
51.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
50.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
50.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
50.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
50.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
49.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
48.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
48.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
48.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
45.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
45.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
44.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
44.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
41.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
41.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
41.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
40.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
40.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
39.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
39.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
38.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
38.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
38.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
38.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
37.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
37.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
37.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
37.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
35.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
35.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
34.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
34.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
34.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
34.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
30.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
30.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
30.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
30.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
30.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
29.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
28.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
28.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
28.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
27.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
27.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
26.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
26.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
25.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
25.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
23.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
23.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
22.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
22.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
22.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
22.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
21.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
19.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
18.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
18.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
17.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
16.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
15.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
15.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
14.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
13.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
12.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
12.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
12.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
10.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
10.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
10.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
10.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
10.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
9.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
9.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
9.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
8.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
8.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
8.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
7.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
7.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
7.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
7.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
7.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
6.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
5.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
5.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
5.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
5.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
5.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
4.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
1.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 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.
EPAS1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
231.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
1169.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
625.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
602.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
574.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
573.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
547.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
535.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
533.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
515.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
509.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
487.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
454.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
417.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
414.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
403.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
402.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
397.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
357.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
351.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
346.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
341.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
335.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
320.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
312.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
297.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
287.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
287.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
284.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
274.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
273.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
272.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
268.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
268.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
262.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
256.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
254.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
254.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
253.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
252.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
251.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
239.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
235.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
228.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
226.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
217.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
214.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
209.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
204.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
202.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
201.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
199.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
199.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
195.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
188.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
179.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
179.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
174.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
171.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
168.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
159.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
157.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
154.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
152.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
150.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
140.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
139.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
137.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
137.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
132.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
122.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
119.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
116.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
105.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
103.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
100.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
99.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
99.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
96.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
93.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
93.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
89.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
76.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
64.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
62.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
59.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
59.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
56.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
53.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
48.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
43.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
40.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
39.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
36.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
35.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
32.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
29.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
22.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
15.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
15.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EPAS1 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
26.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
222.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
217.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
184.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
173.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
166.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
160.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
139.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
134.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
127.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
127.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
119.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
106.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
94.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
93.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
92.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
91.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
90.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
83.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
68.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
66.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
63.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
62.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
58.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
58.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
56.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
54.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
53.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
51.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
50.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
49.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
48.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
48.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
48.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
46.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
45.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
45.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
45.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
44.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
44.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
43.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
43.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
43.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
42.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
41.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
41.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
41.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
41.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
40.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
40.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
40.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
38.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
38.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
37.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
37.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
37.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
36.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
36.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
36.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
36.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
35.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
35.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
35.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
34.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
34.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
34.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
34.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
33.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
33.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
33.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
33.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
33.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
33.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
32.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
32.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
32.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
32.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
31.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
31.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
31.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
30.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
30.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
30.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
29.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
29.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
29.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
29.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
29.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
28.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
28.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
27.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
27.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
27.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
27.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
26.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
25.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
25.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
25.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
25.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
24.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
23.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
23.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
23.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
22.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
22.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
22.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
21.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
21.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
21.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
21.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
21.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
21.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
20.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
20.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
20.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
20.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
20.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
20.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
19.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
19.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
19.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
19.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
19.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
19.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
18.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
18.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
18.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
18.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
17.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
17.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
17.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
17.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
17.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
17.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
17.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
17.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
17.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
17.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
17.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
16.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
16.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
16.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
16.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
16.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
16.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
16.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
16.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
15.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
15.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
15.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
15.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
15.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
15.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
15.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
14.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
14.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
14.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
14.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
14.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
13.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
13.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
13.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
13.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
13.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
13.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
13.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
13.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
13.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
13.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
12.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
12.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
12.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
12.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
12.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
12.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
12.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
12.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
12.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
11.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
11.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
11.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
11.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
11.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
11.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
11.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
10.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
10.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
10.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
9.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
9.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
9.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
9.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
9.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
9.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
9.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
9.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
9.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
8.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
8.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
8.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
8.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
8.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
7.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
7.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
7.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
7.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
7.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
6.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
6.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
6.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
6.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
6.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
6.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
6.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
6.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
6.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
6.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
5.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
5.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
5.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
5.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
5.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
4.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
4.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
4.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
4.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
4.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
4.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
4.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
4.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
3.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
3.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
3.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
3.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
3.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
3.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
2.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
2.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
2.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
2.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
2.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
2.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
1.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
1.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
1.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
1.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
1.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
1.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
1.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
1.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
1.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
1.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
0.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
0.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
0.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
0.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
0.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
0.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
0.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
0.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
0.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
0.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
0.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
0.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
