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.
NDUFAF1 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
20.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
54.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
53.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
46.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
33.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
33.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
33.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
30.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
30.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
29.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
28.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
27.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
27.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
27.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
26.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
25.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
25.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
25.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
24.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
24.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
23.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
23.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
22.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
22.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
22.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
22.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
21.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
21.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
21.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
20.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
20.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
20.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
20.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
19.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
19.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
18.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
18.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
18.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
18.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
17.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
17.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
17.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
17.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
16.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
16.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
16.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
15.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
15.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
14.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
14.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
13.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
13.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
12.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
12.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
12.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
11.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
11.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
11.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
11.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
9.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
8.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
7.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 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.
NDUFAF1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
48.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
43.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
35.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
32.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
32.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
31.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
31.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
29.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
28.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
27.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
27.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
27.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
27.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
27.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
26.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
25.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
24.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
24.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
24.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
24.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
24.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
23.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
23.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
23.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
22.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
22.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
22.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
22.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
22.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
22.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
22.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
21.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
21.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
21.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
21.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
21.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
21.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
21.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
21.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
21.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
21.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
21.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
20.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
20.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
20.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
20.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
20.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
20.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
20.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
20.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
20.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
20.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
20.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
20.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
20.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
19.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
19.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
19.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
19.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
19.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
19.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
19.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
19.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
19.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
19.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
19.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
19.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
19.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
18.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
18.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
18.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
18.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
18.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
18.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
18.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
18.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
18.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
18.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
18.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
18.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
18.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
18.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
18.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
18.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
18.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
18.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
17.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
17.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
17.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
17.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
17.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
17.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
17.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
17.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
17.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
17.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
17.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
17.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
17.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
17.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
17.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
17.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
17.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
17.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
17.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
17.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
17.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
17.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
17.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
17.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
17.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
17.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
17.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
17.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
17.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
17.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
17.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
17.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
17.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
17.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
17.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
16.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
16.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
16.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
16.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
16.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
16.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
16.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
16.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
16.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
16.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
16.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
16.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
16.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
16.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
16.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
16.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
16.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
16.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
16.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
16.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
16.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
16.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
16.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
16.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
16.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
16.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
16.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
16.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
16.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
16.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
16.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
16.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
15.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
15.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
15.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
15.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
15.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
15.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
15.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
15.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
15.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
15.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
15.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
15.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
15.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
15.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
15.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
15.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
15.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
15.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
15.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
15.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
15.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
15.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
15.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
15.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
15.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
15.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
15.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
15.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
15.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
15.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
15.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
15.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
14.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
14.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
14.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
14.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
14.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
14.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
14.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
14.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
14.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
14.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
14.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
14.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
14.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
14.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
14.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
14.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
14.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
14.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
14.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
14.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
14.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
14.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
14.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
14.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
14.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
14.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
14.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
14.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
14.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
14.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
14.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
14.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
14.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
14.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
14.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
14.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
14.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
14.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
14.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
14.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
14.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
14.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
13.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
13.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
13.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
13.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
13.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
13.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
13.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
13.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
13.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
13.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
13.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
13.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
13.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
13.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
13.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
13.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
13.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
13.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
13.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
13.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
13.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
13.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
13.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
13.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
13.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
13.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
13.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
13.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
13.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
13.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
13.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
13.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
13.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
13.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
13.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
13.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
13.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
12.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
12.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
12.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
12.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
12.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
12.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
12.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
12.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
12.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
12.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
12.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
12.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
12.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
12.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
12.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
12.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
12.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
12.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
12.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
12.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
12.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
12.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
12.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
12.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
12.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
12.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
12.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
12.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
12.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
12.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
12.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
12.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
12.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
12.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
12.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
12.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
12.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
12.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
12.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
12.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
12.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
12.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
12.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
12.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
12.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
12.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
12.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
11.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
11.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
11.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
11.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
11.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
11.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
11.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
11.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
11.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
11.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
11.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
11.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
11.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
11.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
11.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
11.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
11.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
11.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
11.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
11.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
11.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
11.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
11.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
11.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
11.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
11.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
11.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
11.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
11.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
11.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
11.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
11.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
11.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
11.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
11.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
11.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
11.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
11.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
11.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
11.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
11.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
11.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
11.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
11.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
11.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
11.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
11.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
11.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
11.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
11.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
11.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
11.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
11.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
11.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
11.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
11.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
11.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
10.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
10.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
10.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
10.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
10.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
10.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
10.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
10.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
10.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
10.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
10.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
10.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
10.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
10.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
10.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
10.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
10.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
10.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
10.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
10.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
10.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
10.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
10.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
10.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
10.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
10.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
10.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
10.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
10.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
10.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
10.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
10.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
10.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
10.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
10.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
10.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
10.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
10.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
10.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
10.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
10.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
10.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
10.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
10.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
10.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
10.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
10.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
10.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
10.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
10.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
10.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
10.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
10.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
10.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
9.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
9.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
9.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
9.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
9.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
9.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
9.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
9.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
9.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
9.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
9.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
9.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
9.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
9.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
9.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
9.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
9.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
9.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
9.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
9.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
9.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
9.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
9.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
9.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
9.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
9.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
9.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
9.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
9.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
9.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
9.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
9.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
9.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
9.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
9.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
9.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
9.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
9.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
9.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
9.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
9.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
9.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
9.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
9.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
8.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
8.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
8.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
8.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
8.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
8.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
8.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
8.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
8.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
8.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
8.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
8.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
8.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
8.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
8.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
8.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
8.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
8.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
8.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
8.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
8.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
8.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
8.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
8.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
8.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
8.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
8.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
8.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
7.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
7.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
7.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
7.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
7.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
7.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
7.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
7.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
6.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
6.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
6.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
6.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
6.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
5.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
5.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
5.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
5.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
5.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
4.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
2.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 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.
NDUFAF1 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
14.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
28.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
25.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
23.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
23.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
22.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
21.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
21.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
20.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
20.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
19.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
19.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
18.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
18.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
18.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
18.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
18.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
17.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
17.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
17.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
17.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
17.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
17.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
17.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
17.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
17.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
16.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
16.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
16.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
16.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
16.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
16.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
16.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
16.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
16.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
16.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
16.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
16.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
16.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
15.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
15.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
15.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
15.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
15.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
15.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
15.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
14.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
14.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
14.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
14.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
14.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
14.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
14.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
14.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
14.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
14.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
14.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
13.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
13.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
13.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
13.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
13.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
13.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
13.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
13.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
13.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
13.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
13.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
13.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
13.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
12.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
12.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
12.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
12.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
12.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
12.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
11.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
11.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
11.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
11.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
11.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
11.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
10.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
10.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
10.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
10.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
10.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
10.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
10.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
9.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
9.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
9.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
9.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
8.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
8.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
7.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
7.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
7.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
7.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
6.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 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.
NDUFAF1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
69.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
62.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
48.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
47.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
45.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
41.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
32.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
31.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
31.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
31.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
29.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
29.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
29.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
28.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
28.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
28.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
28.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
28.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
28.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
28.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
28.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
27.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
27.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
26.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
26.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
26.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
26.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
26.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
25.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
25.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
25.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
25.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
25.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
24.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
24.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
24.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
24.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
23.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
23.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
23.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
23.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
23.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
23.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
22.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
22.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
22.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
22.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
22.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
22.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
22.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
22.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
22.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
21.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
21.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
21.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
21.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
21.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
21.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
21.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
20.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
20.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
20.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
20.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
20.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
20.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
20.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
20.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
20.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
20.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
20.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
20.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
20.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
20.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
19.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
19.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
19.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
19.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
19.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
19.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
19.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
19.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
19.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
19.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
19.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
19.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
19.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
19.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
19.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
19.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
19.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
19.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
18.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
18.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
18.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
18.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
18.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
18.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
18.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
18.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
18.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
18.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
18.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
18.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
18.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
18.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
18.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
18.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
18.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
18.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
18.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
18.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
18.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
17.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
17.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
17.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
17.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
17.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
17.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
17.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
17.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
17.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
17.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
17.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
17.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
17.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
17.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
17.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
17.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
17.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
16.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
16.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
16.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
16.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
16.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
16.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
16.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
16.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
16.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
16.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
16.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
16.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
16.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
16.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
16.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
16.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
16.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
16.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
16.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
16.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
15.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
15.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
15.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
15.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
15.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
15.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
15.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
15.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
15.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
15.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
15.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
15.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
14.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
14.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
14.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
14.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
14.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
14.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
14.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
14.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
14.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
14.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
14.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
14.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
14.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
14.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
14.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
14.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
14.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
14.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
14.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
14.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
14.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
14.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
14.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
13.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
13.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
13.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
13.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
13.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
13.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
13.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
13.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
13.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
13.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
13.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
13.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
13.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
13.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
13.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
12.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
12.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
12.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
12.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
12.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
12.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
12.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
12.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
12.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
12.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
12.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
12.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
12.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
12.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
12.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
11.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
11.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
11.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
11.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
11.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
11.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
11.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
11.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
11.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
10.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
10.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
10.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
10.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
10.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
10.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
10.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
10.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
10.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
10.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
10.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
10.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
10.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
9.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
9.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
9.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
9.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
8.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
8.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
8.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
8.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
8.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
8.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
8.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
8.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
8.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
8.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
8.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
7.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
7.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
7.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
7.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
6.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
6.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
6.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
6.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
6.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
5.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
5.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
5.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
4.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
4.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
4.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
4.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
4.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
3.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
2.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0002270011
Tumor
1.8
CPT0066430001
Normal
1.1
CPT0012770003
Normal
1.0
CPT0078660003
Tumor
1.0
CPT0079430001
Normal
0.9
CPT0012090003
Normal
0.9
CPT0023360001
Normal
0.9
CPT0078840001
Normal
0.8
CPT0077140001
Normal
0.8
CPT0092800003
Normal
0.8
CPT0023710001
Normal
0.7
CPT0009060003
Tumor
0.7
CPT0092740003
Normal
0.7
CPT0082010001
Normal
0.7
CPT0089480003
Normal
0.7
CPT0078940001
Normal
0.7
CPT0018250001
Normal
0.7
CPT0000790001
Normal
0.7
CPT0078670001
Normal
0.7
CPT0065450001
Normal
0.7
CPT0079180003
Tumor
0.6
CPT0087050003
Normal
0.6
CPT0020020001
Normal
0.6
CPT0006730001
Normal
0.6
CPT0088710001
Normal
0.6
CPT0009080003
Normal
0.6
CPT0069010001
Normal
0.6
CPT0077500001
Normal
0.6
CPT0014130001
Normal
0.5
CPT0026410003
Tumor
0.5
CPT0078800003
Tumor
0.5
CPT0089040001
Normal
0.5
CPT0078530001
Normal
0.5
CPT0086890003
Normal
0.5
CPT0020130001
Normal
0.5
CPT0007870001
Normal
0.5
CPT0092310003
Normal
0.5
CPT0086970003
Normal
0.5
CPT0026420001
Normal
0.4
CPT0024670003
Tumor
0.4
CPT0014470001
Normal
0.4
CPT0006530001
Normal
0.4
CPT0012570003
Normal
0.4
CPT0012290003
Normal
0.4
CPT0013790003
Normal
0.4
CPT0065820001
Normal
0.4
CPT0002370001
Normal
0.4
CPT0063640001
Normal
0.4
CPT0088500001
Normal
0.4
CPT0009020003
Normal
0.3
CPT0019160001
Normal
0.3
CPT0006950001
Normal
0.3
CPT0001510001
Normal
0.3
CPT0088920001
Normal
0.3
CPT0075570001
Normal
0.3
CPT0088780001
Normal
0.3
CPT0025920001
Normal
0.3
CPT0088640003
Normal
0.3
CPT0086830003
Normal
0.3
CPT0076350001
Normal
0.3
CPT0001350001
Normal
0.3
CPT0010170001
Normal
0.3
CPT0069190001
Normal
0.3
CPT0001500009
Tumor
0.3
CPT0001190001
Normal
0.3
CPT0086370003
Normal
0.3
CPT0014350001
Normal
0.3
CPT0025060001
Normal
0.2
CPT0064400001
Normal
0.2
CPT0025610001
Normal
0.2
CPT0088570001
Normal
0.2
CPT0017450001
Normal
0.2
CPT0063330001
Normal
0.2
CPT0007470001
Normal
0.2
CPT0001180009
Tumor
0.2
CPT0081620001
Normal
0.2
CPT0012900004
Tumor
0.2
CPT0000660001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0024680001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0088480003
Tumor
0.0
CPT0079000001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0092290003
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0007320003
Tumor
0.0
CPT0014450004
Tumor
0.0
CPT0006440003
Tumor
0.0
CPT0088970003
Tumor
0.0
CPT0075170001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0089460004
Tumor
-0.1
CPT0086870003
Tumor
-0.1
CPT0010120001
Normal
-0.1
CPT0001270001
Normal
-0.1
CPT0012370003
Tumor
-0.2
CPT0079410003
Tumor
-0.2
CPT0088690003
Tumor
-0.2
CPT0023350003
Tumor
-0.2
CPT0066520001
Normal
-0.2
CPT0017410003
Tumor
-0.3
CPT0079510001
Normal
-0.3
CPT0079300001
Normal
-0.3
CPT0012670003
Tumor
-0.3
CPT0088630003
Tumor
-0.3
CPT0012280003
Tumor
-0.4
CPT0017850003
Tumor
-0.4
CPT0012080003
Tumor
-0.4
CPT0077320001
Normal
-0.4
CPT0000780007
Tumor
-0.4
CPT0086950003
Tumor
-0.4
CPT0077110003
Tumor
-0.4
CPT0015730003
Tumor
-0.4
CPT0084590001
Normal
-0.4
CPT0014160003
Tumor
-0.4
CPT0088760003
Tumor
-0.5
CPT0025880003
Tumor
-0.5
CPT0009000003
Tumor
-0.5
CPT0071150004
Tumor
-0.5
CPT0020120003
Tumor
-0.5
CPT0065430003
Tumor
-0.5
CPT0077310003
Tumor
-0.5
CPT0081600003
Tumor
-0.5
CPT0088550004
Tumor
-0.5
CPT0078830003
Tumor
-0.5
CPT0066470004
Tumor
-0.5
CPT0002350011
Tumor
-0.5
CPT0079270003
Tumor
-0.6
CPT0025580004
Tumor
-0.6
CPT0086360003
Tumor
-0.6
CPT0075720003
Tumor
-0.6
CPT0010110003
Tumor
-0.6
CPT0063630003
Tumor
-0.6
CPT0084560003
Tumor
-0.6
CPT0019990003
Tumor
-0.6
CPT0001540009
Tumor
-0.6
CPT0006900003
Tumor
-0.6
CPT0077490003
Tumor
-0.6
CPT0065810003
Tumor
-0.6
CPT0011410003
Tumor
-0.7
CPT0015810003
Tumor
-0.7
CPT0066480003
Tumor
-0.7
CPT0001260009
Tumor
-0.7
CPT0025110003
Tumor
-0.7
CPT0012550003
Tumor
-0.7
CPT0087040003
Tumor
-0.7
CPT0025050003
Tumor
-0.7
CPT0069000003
Tumor
-0.7
CPT0075130003
Tumor
-0.7
CPT0081990003
Tumor
-0.8
CPT0075560003
Tumor
-0.8
CPT0081880003
Tumor
-0.8
CPT0069160003
Tumor
-0.8
CPT0086820003
Tumor
-0.8
CPT0025170003
Tumor
-0.8
CPT0065870003
Tumor
-0.8
CPT0079230003
Tumor
-0.8
CPT0065750003
Tumor
-0.8
CPT0021240003
Tumor
-0.8
CPT0023690003
Tumor
-0.8
CPT0079480003
Tumor
-0.8
CPT0063320003
Tumor
-0.8
CPT0064370003
Tumor
-0.9
CPT0078930003
Tumor
-0.9
CPT0001340003
Tumor
-0.9
CPT0092190003
Normal
-0.9
CPT0012180003
Tumor
-0.9
CPT0001220008
Tumor
-0.9
CPT0085670003
Tumor
-0.9
CPT0065930003
Tumor
-0.9
CPT0025230003
Tumor
-0.9
CPT0092730003
Tumor
-1.0
CPT0019130003
Tumor
-1.0
CPT0011240003
Tumor
-1.0
CPT0025350003
Tumor
-1.0
CPT0007860003
Tumor
-1.0
CPT0014370004
Tumor
-1.0
CPT0006630003
Tumor
-1.0
CPT0010160003
Tumor
-1.0
CPT0089020003
Tumor
-1.0
CPT0088900003
Tumor
-1.0
CPT0092160003
Tumor
-1.0
CPT0086030003
Tumor
-1.1
CPT0076330003
Tumor
-1.1
CPT0015910003
Tumor
-1.1
CPT0092790003
Tumor
-1.1
CPT0025290003
Tumor
-1.1
CPT0000640003
Tumor
-1.1
CPT0065690003
Tumor
-1.1
CPT0000870016
Tumor
-1.2
CPT0078510003
Tumor
-1.4
CPT0078990003
Tumor
-1.4
CPT0079380003
Tumor
-1.5
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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
