We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
TAF6 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
36.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
91.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
69.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
68.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
66.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
64.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
62.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
58.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
55.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
54.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
52.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
50.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
50.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
46.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
46.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
45.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
43.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
43.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
42.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
41.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
41.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
40.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
40.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
38.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
38.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
37.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
35.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
35.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
35.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
35.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
33.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
33.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
33.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
33.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
33.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
33.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
32.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
32.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
32.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
31.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
28.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
28.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
28.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
27.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
27.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
27.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
26.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
26.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
25.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
25.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
24.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
24.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
24.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
24.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
24.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
24.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
23.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
21.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
20.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
19.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
15.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
14.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
14.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
12.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 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.
TAF6 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
28.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
65.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
64.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
63.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
62.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
58.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
56.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
55.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
54.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
54.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
54.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
53.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
48.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
48.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
48.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
48.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
47.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
46.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
46.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
45.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
45.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
45.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
45.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
44.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
44.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
43.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
42.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
42.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
42.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
42.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
42.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
42.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
42.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
42.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
42.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
41.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
41.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
40.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
40.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
40.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
40.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
40.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
39.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
39.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
39.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
39.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
39.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
38.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
38.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
38.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
38.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
38.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
38.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
38.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
38.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
38.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
37.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
37.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
37.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
37.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
37.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
37.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
37.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
37.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
37.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
37.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
37.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
37.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
36.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
36.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
36.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
36.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
36.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
36.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
36.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
36.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
36.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
36.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
36.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
36.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
36.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
36.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
36.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
36.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
36.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
35.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
35.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
35.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
35.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
35.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
35.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
35.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
35.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
35.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
35.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
35.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
35.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
35.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
35.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
35.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
34.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
34.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
34.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
34.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
34.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
34.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
34.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
34.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
34.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
34.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
34.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
34.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
34.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
34.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
34.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
34.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
34.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
34.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
34.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
34.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
33.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
33.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
33.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
33.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
33.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
33.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
33.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
33.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
33.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
33.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
33.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
33.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
33.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
33.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
33.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
33.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
33.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
32.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
32.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
32.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
32.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
32.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
32.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
32.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
32.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
32.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
32.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
32.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
32.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
32.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
32.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
32.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
32.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
32.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
32.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
32.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
32.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
32.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
32.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
32.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
32.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
32.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
32.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
32.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
32.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
31.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
31.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
31.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
31.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
31.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
31.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
31.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
31.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
31.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
31.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
31.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
31.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
31.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
31.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
31.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
31.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
31.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
31.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
31.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
31.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
31.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
31.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
31.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
30.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
30.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
30.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
30.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
30.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
30.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
30.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
30.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
30.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
30.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
30.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
30.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
30.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
30.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
30.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
30.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
30.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
30.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
30.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
30.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
29.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
29.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
29.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
29.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
29.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
29.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
29.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
29.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
29.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
29.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
29.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
29.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
29.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
29.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
29.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
29.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
29.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
29.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
29.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
29.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
29.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
29.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
29.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
29.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
29.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
29.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
29.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
29.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
28.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
28.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
28.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
28.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
28.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
28.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
28.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
28.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
28.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
28.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
28.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
28.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
28.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
28.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
28.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
28.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
28.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
28.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
28.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
28.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
28.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
28.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
28.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
28.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
28.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
28.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
28.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
28.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
28.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
28.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
27.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
27.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
27.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
27.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
27.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
27.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
27.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
27.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
27.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
27.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
27.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
27.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
27.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
27.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
27.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
27.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
27.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
27.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
27.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
27.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
26.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
26.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
26.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
26.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
26.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
26.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
26.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
26.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
26.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
26.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
26.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
26.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
26.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
26.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
26.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
26.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
26.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
26.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
26.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
26.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
26.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
26.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
26.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
26.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
26.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
26.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
26.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
26.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
26.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
26.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
25.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
25.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
25.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
25.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
25.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
25.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
25.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
25.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
25.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
25.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
25.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
25.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
25.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
25.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
25.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
25.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
25.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
25.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
25.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
25.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
25.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
25.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
25.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
25.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
25.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
25.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
25.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
25.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
25.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
25.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
24.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
24.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
24.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
24.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
24.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
24.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
24.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
24.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
24.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
24.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
24.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
24.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
24.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
24.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
24.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
24.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
24.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
24.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
24.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
23.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
23.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
23.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
23.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
23.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
23.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
23.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
23.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
23.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
23.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
23.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
23.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
23.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
23.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
23.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
23.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
23.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
23.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
23.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
23.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
23.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
23.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
23.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
23.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
23.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
23.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
23.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
23.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
22.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
22.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
22.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
22.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
22.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
22.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
22.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
22.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
22.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
22.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
22.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
22.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
22.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
22.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
22.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
22.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
22.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
22.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
22.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
22.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
22.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
22.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
22.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
22.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
21.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
21.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
21.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
21.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
21.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
21.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
21.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
21.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
21.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
21.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
21.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
21.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
21.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
21.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
21.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
21.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
21.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
21.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
21.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
20.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
20.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
20.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
20.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
20.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
20.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
20.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
20.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
20.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
20.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
20.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
20.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
20.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
20.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
20.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
20.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
19.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
19.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
19.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
19.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
19.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
19.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
19.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
19.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
19.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
19.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
19.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
19.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
19.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
18.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
18.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
18.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
18.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
18.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
18.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
18.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
18.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
18.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
17.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
17.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
17.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
17.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
17.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
17.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
17.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
17.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
17.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
17.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
16.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
16.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
16.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
16.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
16.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
16.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
16.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
16.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
16.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
16.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
15.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
15.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
15.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
15.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
14.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
14.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
14.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
14.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
14.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
14.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
14.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
13.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
12.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
12.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
12.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
11.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
11.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
11.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
11.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
11.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
11.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
11.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
7.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
6.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
6.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
3.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
TAF6 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
28.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
65.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
62.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
53.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
51.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
46.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
42.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
40.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
39.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
39.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
39.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
39.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
38.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
37.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
36.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
36.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
36.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
35.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
34.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
33.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
33.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
32.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
32.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
32.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
31.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
31.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
31.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
31.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
30.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
30.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
30.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
30.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
30.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
30.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
30.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
29.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
29.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
29.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
29.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
29.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
29.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
29.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
29.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
29.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
29.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
29.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
29.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
29.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
28.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
28.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
28.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
28.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
27.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
27.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
27.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
27.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
26.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
26.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
26.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
25.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
25.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
25.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
25.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
25.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
25.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
24.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
24.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
24.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
24.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
24.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
24.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
23.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
23.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
23.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
23.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
23.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
23.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
23.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
22.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
22.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
22.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
22.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
22.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
21.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
21.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
21.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
20.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
20.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
18.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
18.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
18.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
18.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
18.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
17.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
17.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
17.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
17.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
16.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
16.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
16.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TAF6 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
67.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
193.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
180.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
164.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
158.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
153.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
149.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
148.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
140.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
136.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
134.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
132.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
124.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
123.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
123.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
122.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
122.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
121.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
121.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
119.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
119.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
119.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
116.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
114.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
113.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
113.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
112.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
112.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
110.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
109.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
108.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
107.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
107.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
105.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
104.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
104.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
103.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
102.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
102.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
101.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
101.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
101.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
101.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
100.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
100.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
99.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
98.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
98.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
98.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
95.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
95.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
93.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
93.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
92.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
92.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
92.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
92.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
90.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
90.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
89.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
89.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
89.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
89.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
88.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
88.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
87.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
87.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
87.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
87.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
86.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
86.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
86.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
86.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
84.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
83.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
83.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
83.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
82.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
82.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
82.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
81.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
81.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
81.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
80.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
79.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
79.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
79.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
79.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
79.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
79.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
79.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
78.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
78.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
77.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
77.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
77.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
76.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
75.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
74.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
74.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
73.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
73.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
73.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
72.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
72.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
72.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
72.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
71.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
71.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
71.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
71.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
71.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
71.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
71.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
70.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
70.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
70.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
70.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
70.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
70.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
69.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
69.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
69.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
69.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
69.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
68.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
68.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
68.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
67.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
67.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
67.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
66.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
66.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
66.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
66.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
65.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
64.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
64.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
64.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
64.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
63.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
63.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
63.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
63.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
62.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
62.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
62.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
62.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
61.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
61.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
61.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
61.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
61.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
60.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
60.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
60.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
60.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
60.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
59.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
59.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
59.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
59.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
59.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
59.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
58.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
58.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
58.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
58.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
57.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
57.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
57.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
56.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
56.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
56.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
55.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
54.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
54.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
54.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
53.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
53.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
53.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
52.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
51.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
51.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
50.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
50.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
50.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
50.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
49.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
49.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
49.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
48.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
48.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
48.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
47.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
47.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
47.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
47.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
47.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
47.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
46.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
46.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
46.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
46.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
46.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
46.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
46.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
45.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
45.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
45.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
45.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
45.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
45.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
45.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
45.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
44.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
44.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
43.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
43.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
43.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
43.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
43.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
43.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
43.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
42.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
42.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
41.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
41.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
41.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
41.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
39.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
39.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
39.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
39.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
38.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
38.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
38.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
37.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
37.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
37.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
37.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
37.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
36.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
36.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
36.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
35.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
35.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
35.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
35.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
34.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
33.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
33.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
31.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
31.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
31.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
30.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
29.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
29.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
28.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
28.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
28.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
27.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
27.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
27.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
27.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
26.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
26.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
25.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
25.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
25.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
25.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
24.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
23.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
23.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
22.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
22.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
21.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
21.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
21.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
20.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
19.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
18.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
12.6
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0006440003
Tumor
0.5
CPT0066470004
Tumor
0.4
CPT0092790003
Tumor
0.4
CPT0014450004
Tumor
0.4
CPT0088630003
Tumor
0.4
CPT0017410003
Tumor
0.4
CPT0025580004
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0012180003
Tumor
0.3
CPT0001500009
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0086950003
Tumor
0.3
CPT0077310003
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0000780007
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0007860003
Tumor
0.3
CPT0086870003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0009060003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0084560003
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0079510001
Normal
0.2
CPT0071150004
Tumor
0.2
CPT0011240003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0075170001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0012640003
Normal
0.2
CPT0025610001
Normal
0.2
CPT0079410003
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0017450001
Normal
0.1
CPT0092190003
Normal
0.1
CPT0001180009
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0078990003
Tumor
0.1
CPT0088970003
Tumor
0.1
CPT0088550004
Tumor
0.1
CPT0006950001
Normal
0.1
CPT0088900003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0092740003
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0011410003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0025050003
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0079180003
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0012090003
Normal
0.1
CPT0088570001
Normal
0.1
CPT0078510003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0075130003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0069190001
Normal
0.1
CPT0079480003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0012770003
Normal
0.1
CPT0065810003
Tumor
0.1
CPT0063640001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0081620001
Normal
0.1
CPT0063630003
Tumor
0.1
CPT0092310003
Normal
0.1
CPT0012280003
Tumor
0.1
CPT0078670001
Normal
0.1
CPT0023350003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0025920001
Normal
0.1
CPT0079300001
Normal
0.1
CPT0066480003
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0001340003
Tumor
0.0
CPT0002350011
Tumor
0.0
CPT0015730003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0010120001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0000870016
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0012670003
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0082010001
Normal
0.0
CPT0066430001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0009000003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0012920003
Normal
0.0
CPT0012290003
Normal
0.0
CPT0001190001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0021240003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0079000001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0000640003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0065690003
Tumor
0.0
CPT0026420001
Normal
0.0
CPT0009020003
Normal
0.0
CPT0010170001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0065450001
Normal
0.0
CPT0088780001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0081990003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0025230003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0089040001
Normal
-0.1
CPT0012900004
Tumor
-0.1
CPT0025290003
Tumor
-0.1
CPT0019160001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0078660003
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0025880003
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0088480003
Tumor
-0.1
CPT0086820003
Tumor
-0.1
CPT0079270003
Tumor
-0.1
CPT0069000003
Tumor
-0.1
CPT0079430001
Normal
-0.1
CPT0020120003
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0078800003
Tumor
-0.1
CPT0066520001
Normal
-0.1
CPT0001270001
Normal
-0.1
CPT0078840001
Normal
-0.2
CPT0007320003
Tumor
-0.2
CPT0076350001
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0075560003
Tumor
-0.2
CPT0078530001
Normal
-0.2
CPT0007870001
Normal
-0.2
CPT0014160003
Tumor
-0.2
CPT0065430003
Tumor
-0.2
CPT0012550003
Tumor
-0.2
CPT0065930003
Tumor
-0.3
CPT0092290003
Tumor
-0.3
CPT0063320003
Tumor
-0.3
CPT0065750003
Tumor
-0.3
CPT0076330003
Tumor
-0.3
CPT0002270011
Tumor
-0.4
CPT0081880003
Tumor
-0.4
Show allShow less
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
