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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NDUFA3 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
39.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
246.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
134.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
133.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
130.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
125.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
117.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
116.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
91.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
64.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
49.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
45.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
43.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
43.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
42.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
42.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
41.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
41.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
40.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
40.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
38.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
35.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
34.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
33.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
33.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
33.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
32.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
32.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
31.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
30.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
29.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
28.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
27.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
27.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
27.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
25.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
24.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
24.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
24.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
23.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
21.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
21.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
19.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
18.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
18.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
18.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
17.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
17.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
15.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
15.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
14.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
14.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
12.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
12.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
11.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
10.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
10.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
9.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
9.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
6.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
6.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
5.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
4.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 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.
NDUFA3 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
137.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
66.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
58.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
34.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
33.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
31.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
30.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
30.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
29.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
28.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
28.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
27.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
25.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
25.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
24.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
23.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
23.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
22.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
22.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
22.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
22.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
22.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
22.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
21.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
21.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
21.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
20.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
20.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
20.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
20.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
20.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
19.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
19.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
19.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
18.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
18.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
18.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
18.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
18.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
18.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
17.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
17.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
17.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
17.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
17.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
16.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
16.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
16.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
16.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
16.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
16.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
16.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
16.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
16.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
16.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
15.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
15.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
15.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
15.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
15.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
15.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
15.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
15.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
15.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
15.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
15.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
14.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
14.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
14.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
14.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
14.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
14.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
14.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
14.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
14.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
14.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
14.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
14.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
14.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
14.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
14.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
14.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
14.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
13.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
13.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
13.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
13.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
13.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
13.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
13.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
13.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
13.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
13.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
13.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
13.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
13.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
13.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
13.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
13.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
13.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
12.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
12.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
12.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
12.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
12.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
12.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
12.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
12.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
12.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
12.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
12.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
12.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
12.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
12.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
12.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
12.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
12.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
12.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
12.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
12.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
12.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
12.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
11.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
11.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
11.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
11.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
11.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
11.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
11.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
11.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
11.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
11.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
11.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
11.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
11.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
11.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
11.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
11.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
11.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
11.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
11.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
11.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
11.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
11.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
11.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
11.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
11.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
11.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
11.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
11.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
10.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
10.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
10.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
10.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
10.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
10.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
10.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
10.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
10.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
10.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
10.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
10.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
10.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
10.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
10.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
10.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
10.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
10.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
10.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
10.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
10.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
10.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
10.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
10.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
10.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
10.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
10.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
10.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
10.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
10.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
10.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
10.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
10.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
10.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
9.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
9.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
9.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
9.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
9.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
9.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
9.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
9.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
9.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
9.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
9.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
9.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
9.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
9.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
9.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
9.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
9.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
9.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
9.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
9.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
9.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
9.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
9.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
9.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
9.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
9.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
9.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
9.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
9.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
9.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
9.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
9.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
9.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
9.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
9.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
9.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
9.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
9.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
9.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
9.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
9.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
9.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
9.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
9.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
9.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
8.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
8.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
8.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
8.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
8.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
8.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
8.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
8.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
8.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
8.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
8.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
8.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
8.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
8.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
8.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
8.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
8.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
8.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
8.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
8.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
8.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
8.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
8.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
8.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
8.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
8.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
8.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
8.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
8.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
8.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
8.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
8.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
8.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
8.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
8.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
8.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
8.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
8.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
8.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
8.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
8.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
8.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
8.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
8.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
8.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
8.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
8.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
8.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
8.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
8.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
8.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
8.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
8.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
8.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
8.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
8.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
8.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
8.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
7.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
7.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
7.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
7.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
7.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
7.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
7.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
7.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
7.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
7.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
7.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
7.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
7.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
7.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
7.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
7.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
7.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
7.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
7.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
7.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
7.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
7.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
7.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
7.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
7.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
7.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
7.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
7.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
7.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
7.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
7.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
7.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
7.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
7.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
7.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
7.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
7.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
7.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
7.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
7.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
7.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
7.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
7.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
7.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
7.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
7.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
7.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
7.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
7.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
7.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
7.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
7.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
7.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
7.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
7.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
7.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
7.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
7.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
7.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
6.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
6.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
6.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
6.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
6.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
6.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
6.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
6.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
6.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
6.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
6.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
6.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
6.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
6.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
6.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
6.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
6.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
6.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
6.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
6.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
6.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
6.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
6.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
6.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
6.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
6.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
6.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
6.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
6.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
6.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
6.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
6.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
6.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
6.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
6.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
6.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
6.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
6.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
6.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
6.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
6.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
6.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
5.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
5.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
5.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
5.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
5.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
5.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
5.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
5.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
5.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
5.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
5.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
5.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
5.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
5.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
5.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
5.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
5.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
5.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
5.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
5.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
5.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
5.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
5.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
5.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
5.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
5.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
5.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
5.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
5.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
5.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
5.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
5.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
5.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
5.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
5.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
5.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
5.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
5.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
5.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
5.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
5.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
5.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
5.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
5.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
5.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
5.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
5.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
4.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
4.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
4.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
4.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
4.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
4.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
4.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
4.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
4.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
4.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
4.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
4.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
4.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
4.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
4.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
4.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
4.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
4.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
4.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
4.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
4.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
4.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
4.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
4.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
4.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
4.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
4.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
4.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
4.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
4.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
4.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
4.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
4.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
4.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
4.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
4.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
4.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
3.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
3.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
3.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
3.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
3.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
3.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
3.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
3.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
3.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
3.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
3.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
3.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
3.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
3.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
3.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
3.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
3.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
3.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
3.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
3.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
3.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
3.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
3.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
3.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
3.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
3.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
3.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
2.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
2.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
2.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
2.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
2.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
2.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
2.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
2.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
2.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
2.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
2.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
2.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
1.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
1.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
1.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NDUFA3 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
5.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
15.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
14.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
12.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
12.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
11.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
11.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
11.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
10.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
10.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
10.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
10.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
9.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
9.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
9.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
8.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
8.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
8.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
8.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
8.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
8.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
8.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
8.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
8.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
8.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
7.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
7.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
7.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
7.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
7.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
7.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
7.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
6.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
6.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
6.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
6.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
6.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
6.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
6.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
6.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
5.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
5.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
5.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
5.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
5.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
5.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
5.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
5.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
5.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
5.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
5.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
5.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
5.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
5.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
5.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
4.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
4.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
4.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
4.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
4.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
4.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
4.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
4.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
4.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
4.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
4.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
4.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
4.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
4.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
4.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
4.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
4.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
4.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
4.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
4.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
4.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
4.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
3.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
3.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
3.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
3.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
3.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
3.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
3.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
3.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
3.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
3.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
2.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
2.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
2.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
2.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
2.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
2.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
2.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
2.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
2.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
1.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
1.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
1.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
0.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 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.
NDUFA3 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
24.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
229.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
225.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
169.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
168.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
156.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
131.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
125.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
112.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
107.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
100.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
100.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
96.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
90.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
90.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
88.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
88.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
84.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
83.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
82.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
80.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
74.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
73.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
72.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
70.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
66.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
66.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
64.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
62.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
60.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
50.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
48.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
43.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
40.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
40.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
40.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
40.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
40.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
37.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
36.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
36.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
36.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
35.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
34.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
33.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
33.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
32.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
31.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
31.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
31.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
30.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
30.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
30.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
29.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
29.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
29.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
29.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
28.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
27.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
27.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
27.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
26.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
25.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
25.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
25.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
25.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
25.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
25.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
25.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
24.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
24.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
24.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
23.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
23.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
23.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
22.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
21.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
21.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
21.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
21.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
20.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
20.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
20.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
20.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
20.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
19.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
19.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
19.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
19.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
19.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
19.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
19.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
18.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
18.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
18.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
18.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
18.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
18.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
17.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
17.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
17.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
17.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
17.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
17.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
17.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
16.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
16.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
16.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
16.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
16.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
16.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
16.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
16.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
16.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
16.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
16.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
15.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
15.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
15.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
15.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
15.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
15.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
15.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
15.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
15.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
15.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
15.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
15.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
14.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
14.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
14.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
14.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
14.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
14.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
14.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
14.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
14.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
14.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
14.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
14.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
13.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
13.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
13.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
13.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
13.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
13.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
13.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
13.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
13.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
13.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
13.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
12.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
12.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
12.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
12.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
12.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
12.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
12.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
12.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
12.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
12.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
12.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
12.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
12.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
11.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
11.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
11.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
11.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
11.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
11.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
11.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
11.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
11.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
11.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
11.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
11.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
11.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
11.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
11.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
11.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
11.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
11.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
11.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
11.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
11.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
11.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
11.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
11.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
11.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
10.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
10.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
10.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
10.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
10.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
10.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
10.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
10.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
10.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
10.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
10.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
10.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
10.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
9.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
9.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
9.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
9.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
9.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
9.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
9.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
9.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
9.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
9.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
9.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
9.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
9.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
9.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
8.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
8.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
8.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
8.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
8.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
8.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
8.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
8.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
8.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
8.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
8.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
8.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
8.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
7.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
7.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
7.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
7.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
7.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
7.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
7.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
7.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
7.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
7.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
7.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
7.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
6.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
6.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
6.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
6.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
6.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
6.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
6.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
6.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
6.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
6.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
6.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
6.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
6.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
6.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
6.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
5.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
5.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
5.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
5.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
5.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
5.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
5.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
4.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
4.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
4.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
4.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
4.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
4.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
4.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
4.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
4.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
4.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
3.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
2.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
1.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
1.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 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-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0092740003
Normal
1.1
CPT0065450001
Normal
1.1
CPT0025060001
Normal
1.1
CPT0006950001
Normal
1.0
CPT0001350001
Normal
1.0
CPT0000790001
Normal
1.0
CPT0078670001
Normal
1.0
CPT0010170001
Normal
1.0
CPT0088780001
Normal
1.0
CPT0023710001
Normal
1.0
CPT0006730001
Normal
1.0
CPT0078840001
Normal
1.0
CPT0088920001
Normal
0.9
CPT0069010001
Normal
0.9
CPT0012770003
Normal
0.9
CPT0089480003
Normal
0.9
CPT0077140001
Normal
0.9
CPT0066430001
Normal
0.9
CPT0079430001
Normal
0.9
CPT0092310003
Normal
0.9
CPT0012570003
Normal
0.9
CPT0088640003
Normal
0.8
CPT0092800003
Normal
0.8
CPT0007870001
Normal
0.8
CPT0025920001
Normal
0.8
CPT0020130001
Normal
0.8
CPT0024680001
Normal
0.8
CPT0079000001
Normal
0.8
CPT0007470001
Normal
0.8
CPT0088500001
Normal
0.8
CPT0081620001
Normal
0.8
CPT0012090003
Normal
0.8
CPT0023360001
Normal
0.8
CPT0087050003
Normal
0.8
CPT0089040001
Normal
0.7
CPT0078940001
Normal
0.7
CPT0088710001
Normal
0.7
CPT0077500001
Normal
0.7
CPT0014350001
Normal
0.7
CPT0079300001
Normal
0.7
CPT0012640003
Normal
0.7
CPT0025610001
Normal
0.7
CPT0026420001
Normal
0.7
CPT0014130001
Normal
0.7
CPT0001230001
Normal
0.7
CPT0082010001
Normal
0.7
CPT0001510001
Normal
0.6
CPT0001550001
Normal
0.6
CPT0086890003
Normal
0.6
CPT0020020001
Normal
0.6
CPT0000890001
Normal
0.6
CPT0019160001
Normal
0.6
CPT0076350001
Normal
0.6
CPT0013790003
Normal
0.6
CPT0086970003
Normal
0.5
CPT0002370001
Normal
0.5
CPT0078530001
Normal
0.5
CPT0017450001
Normal
0.5
CPT0009080003
Normal
0.5
CPT0064400001
Normal
0.5
CPT0075570001
Normal
0.5
CPT0086370003
Normal
0.5
CPT0088570001
Normal
0.4
CPT0000660001
Normal
0.4
CPT0018250001
Normal
0.4
CPT0001190001
Normal
0.4
CPT0066520001
Normal
0.4
CPT0069190001
Normal
0.4
CPT0086830003
Normal
0.4
CPT0063640001
Normal
0.4
CPT0006530001
Normal
0.4
CPT0088970003
Tumor
0.4
CPT0078660003
Tumor
0.4
CPT0012290003
Normal
0.4
CPT0065820001
Normal
0.4
CPT0063330001
Normal
0.3
CPT0014470001
Normal
0.3
CPT0009020003
Normal
0.3
CPT0079180003
Tumor
0.2
CPT0012920003
Normal
0.1
CPT0025170003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0075170001
Normal
-0.1
CPT0002270011
Tumor
-0.1
CPT0001270001
Normal
-0.1
CPT0010120001
Normal
-0.2
CPT0015730003
Tumor
-0.4
CPT0001500009
Tumor
-0.4
CPT0065810003
Tumor
-0.5
CPT0017410003
Tumor
-0.6
CPT0014160003
Tumor
-0.6
CPT0092290003
Tumor
-0.6
CPT0086360003
Tumor
-0.6
CPT0084590001
Normal
-0.6
CPT0025290003
Tumor
-0.7
CPT0006900003
Tumor
-0.7
CPT0064370003
Tumor
-0.7
CPT0092790003
Tumor
-0.7
CPT0007860003
Tumor
-0.7
CPT0019990003
Tumor
-0.8
CPT0092190003
Normal
-0.8
CPT0011410003
Tumor
-0.8
CPT0001220008
Tumor
-0.8
CPT0007320003
Tumor
-0.8
CPT0066470004
Tumor
-0.9
CPT0063320003
Tumor
-0.9
CPT0015910003
Tumor
-0.9
CPT0025580004
Tumor
-0.9
CPT0077320001
Normal
-0.9
CPT0088550004
Tumor
-0.9
CPT0014450004
Tumor
-0.9
CPT0075720003
Tumor
-0.9
CPT0012900004
Tumor
-1.0
CPT0017850003
Tumor
-1.0
CPT0065430003
Tumor
-1.0
CPT0011240003
Tumor
-1.0
CPT0020120003
Tumor
-1.0
CPT0012550003
Tumor
-1.0
CPT0010110003
Tumor
-1.0
CPT0012670003
Tumor
-1.0
CPT0089020003
Tumor
-1.0
CPT0025050003
Tumor
-1.0
CPT0001540009
Tumor
-1.0
CPT0075130003
Tumor
-1.0
CPT0012180003
Tumor
-1.0
CPT0021240003
Tumor
-1.0
CPT0079270003
Tumor
-1.0
CPT0078930003
Tumor
-1.0
CPT0063630003
Tumor
-1.1
CPT0075560003
Tumor
-1.1
CPT0009060003
Tumor
-1.1
CPT0077110003
Tumor
-1.1
CPT0012280003
Tumor
-1.1
CPT0078990003
Tumor
-1.1
CPT0069160003
Tumor
-1.1
CPT0002350011
Tumor
-1.1
CPT0088760003
Tumor
-1.1
CPT0077310003
Tumor
-1.2
CPT0066480003
Tumor
-1.2
CPT0024670003
Tumor
-1.2
CPT0092160003
Tumor
-1.2
CPT0065870003
Tumor
-1.2
CPT0076330003
Tumor
-1.2
CPT0026410003
Tumor
-1.2
CPT0088690003
Tumor
-1.2
CPT0092730003
Tumor
-1.2
CPT0012080003
Tumor
-1.2
CPT0079480003
Tumor
-1.2
CPT0023350003
Tumor
-1.2
CPT0078510003
Tumor
-1.2
CPT0081600003
Tumor
-1.2
CPT0065750003
Tumor
-1.2
CPT0081990003
Tumor
-1.2
CPT0086820003
Tumor
-1.2
CPT0025880003
Tumor
-1.2
CPT0079410003
Tumor
-1.3
CPT0001180009
Tumor
-1.3
CPT0087040003
Tumor
-1.3
CPT0069000003
Tumor
-1.3
CPT0078800003
Tumor
-1.3
CPT0000870016
Tumor
-1.3
CPT0023690003
Tumor
-1.3
CPT0071150004
Tumor
-1.3
CPT0081880003
Tumor
-1.3
CPT0019130003
Tumor
-1.3
CPT0006630003
Tumor
-1.3
CPT0065930003
Tumor
-1.4
CPT0000780007
Tumor
-1.4
CPT0001260009
Tumor
-1.4
CPT0084560003
Tumor
-1.4
CPT0088480003
Tumor
-1.4
CPT0006440003
Tumor
-1.4
CPT0012370003
Tumor
-1.4
CPT0065690003
Tumor
-1.4
CPT0010160003
Tumor
-1.4
CPT0014370004
Tumor
-1.5
CPT0079230003
Tumor
-1.5
CPT0088900003
Tumor
-1.5
CPT0009000003
Tumor
-1.5
CPT0078830003
Tumor
-1.5
CPT0086030003
Tumor
-1.6
CPT0086870003
Tumor
-1.6
CPT0079380003
Tumor
-1.6
CPT0088630003
Tumor
-1.6
CPT0025350003
Tumor
-1.6
CPT0085670003
Tumor
-1.6
CPT0077490003
Tumor
-1.7
CPT0025110003
Tumor
-1.7
CPT0086950003
Tumor
-1.7
CPT0001340003
Tumor
-1.8
CPT0089460004
Tumor
-1.8
CPT0015810003
Tumor
-1.8
CPT0025230003
Tumor
-1.9
CPT0000640003
Tumor
-2.4
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
