We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MT-ND4L 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
20620.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
53601.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
50636.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
41487.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
40482.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
38210.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
34021.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
33322.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
32365.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
30228.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
29731.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
28601.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
28579.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
27482.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
26032.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
25397.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
24885.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
24833.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
24703.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
24627.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
24619.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
23725.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
21676.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
21613.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
21511.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
21037.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
20757.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
20618.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
20223.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
20043.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
19892.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
19009.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
18706.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
18700.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
18427.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
17892.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
17739.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
17172.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
17083.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
16979.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
16773.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
16737.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
16694.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
16520.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
16220.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
15225.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
14846.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
14203.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
14024.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
13890.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
13861.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
13148.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
13142.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
13131.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
11836.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
11352.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
11022.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
10983.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
10256.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
9360.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
9095.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
7165.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
6993.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
6339.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 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.
MT-ND4L is potential prognostic, high expression is unfavorable 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
13264.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
45291.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
44638.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
44203.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
44112.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
40395.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
40060.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
39653.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
38629.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
37571.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
33688.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
33095.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
32736.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
31893.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
31567.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
30706.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
30450.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
29939.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
29836.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
29510.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
29439.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
28879.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
28503.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
28278.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
28119.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
28050.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
27979.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
27797.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
27513.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
27297.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
27288.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
26751.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
26697.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
26507.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
26375.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
26356.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
26349.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
26162.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
25741.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
25326.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
25310.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
25275.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
25138.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
25122.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
25086.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
25059.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
24832.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
24683.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
24650.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
24511.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
24506.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
24369.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
24332.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
24227.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
24168.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
24068.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
23915.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
23647.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
23563.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
23229.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
23089.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
22826.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
22617.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
22398.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
22369.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
22218.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
22101.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
22059.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
22056.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
21883.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
21871.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
21795.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
21642.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
21494.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
21443.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
21429.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
21085.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
20870.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
20727.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
20624.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
20613.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
20550.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
20273.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
20235.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
19983.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
19946.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
19903.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
19735.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
19694.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
19670.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
19559.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
19462.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
19449.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
19439.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
19393.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
19365.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
19265.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
19132.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
19127.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
19055.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
18893.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
18880.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
18866.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
18862.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
18817.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
18805.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
18567.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
18557.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
18512.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
18475.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
18380.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
18373.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
18348.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
18272.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
18134.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
18123.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
18093.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
18087.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
18081.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
18011.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
17948.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
17921.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
17918.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
17905.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
17889.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
17613.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
17545.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
17522.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
17406.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
17370.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
17242.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
17202.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
17173.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
17115.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
17092.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
17010.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
16950.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
16942.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
16937.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
16847.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
16670.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
16544.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
16460.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
16353.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
16307.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
16261.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
16227.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
16175.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
16061.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
15996.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
15950.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
15890.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
15883.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
15773.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
15761.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
15631.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
15529.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
15474.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
15462.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
15457.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
15412.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
15342.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
14986.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
14984.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
14957.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
14955.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
14880.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
14872.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
14856.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
14818.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
14816.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
14523.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
14496.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
14465.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
14461.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
14381.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
14365.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
14337.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
14276.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
14264.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
14204.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
14175.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
14170.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
14118.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
14004.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
13997.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
13938.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
13913.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
13905.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
13827.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
13825.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
13763.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
13750.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
13750.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
13697.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
13680.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
13624.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
13569.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
13517.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
13409.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
13382.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
13373.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
13340.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
13331.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
13312.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
13225.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
13175.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
13120.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
13116.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
13044.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
13036.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
12991.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
12976.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
12884.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
12858.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
12854.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
12837.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
12830.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
12828.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
12795.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
12794.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
12727.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
12725.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
12706.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
12645.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
12590.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
12583.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12493.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
12472.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
12462.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
12422.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
12386.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
12243.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
12194.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
12133.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
12107.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
12092.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
12061.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
11981.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
11966.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
11950.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
11944.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
11839.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
11833.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
11811.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
11810.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
11809.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
11796.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
11779.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
11772.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
11747.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
11715.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
11709.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
11646.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
11632.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
11625.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
11487.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
11390.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
11364.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
11364.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
11360.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
11307.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
11289.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
11281.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
11275.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
11191.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
11146.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
11116.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
11112.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
11060.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
11051.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
11047.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
11023.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
10964.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
10906.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
10905.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
10846.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
10834.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
10814.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
10794.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
10792.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
10792.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
10788.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
10774.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
10760.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
10752.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
10708.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
10698.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
10601.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
10599.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
10592.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
10591.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
10570.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
10558.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
10551.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
10497.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
10476.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
10476.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
10476.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
10438.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
10433.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
10417.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
10388.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
10380.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
10357.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
10355.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
10339.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
10336.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
10333.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
10300.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
10210.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
10209.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
10172.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
10115.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
10104.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
10084.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
10077.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
10077.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
10032.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
10023.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
9987.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
9982.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
9966.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
9959.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
9951.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
9935.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
9896.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
9893.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
9887.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
9875.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
9844.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
9802.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
9797.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
9790.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
9789.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
9687.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
9685.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
9668.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
9562.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
9549.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
9542.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
9530.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
9492.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
9477.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
9435.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
9433.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
9313.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
9273.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
9272.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
9230.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
9171.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
9096.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
9072.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
9058.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
9024.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
9017.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
8941.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
8888.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
8887.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
8860.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
8852.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
8816.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
8791.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
8789.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
8746.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
8735.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
8687.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
8683.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
8643.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
8611.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
8553.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
8544.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
8513.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8481.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
8428.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
8389.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
8385.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
8382.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
8376.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
8365.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
8363.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
8361.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
8352.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
8350.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
8337.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
8193.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
8153.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
8108.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
8091.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
8042.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
8037.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
8033.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
8025.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
7971.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
7897.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
7885.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
7779.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
7767.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
7763.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
7686.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
7632.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
7619.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
7605.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
7589.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
7503.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
7455.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
7432.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
7396.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
7318.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
7304.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
7304.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
7274.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
7263.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
7255.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
7243.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
7161.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
7153.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
7138.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
7078.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
7066.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
7051.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
6993.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
6944.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
6928.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
6928.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
6894.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
6851.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
6802.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
6792.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
6772.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
6759.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
6716.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
6649.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
6547.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
6514.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
6466.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
6446.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
6414.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
6380.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
6377.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
6376.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
6292.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
6245.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
6163.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
6150.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
6141.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
6118.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
6113.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
6095.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
6076.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
6062.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
6010.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
5962.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
5878.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
5864.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
5830.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
5825.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
5818.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
5812.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
5734.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
5727.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
5720.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
5701.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
5670.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
5627.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
5563.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
5562.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
5557.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
5526.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
5497.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
5484.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
5437.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
5432.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
5430.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
5384.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
5242.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
5237.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
5236.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
5155.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
5068.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
5059.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
5012.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
4960.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
4870.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
4863.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
4800.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
4784.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
4733.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
4552.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
4526.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
4522.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
4505.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
4441.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
4415.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
4395.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
4335.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
4271.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
4265.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
4255.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
4234.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
4159.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
3995.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
3939.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
3850.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
3807.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
3542.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
3389.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
3347.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
3136.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
2790.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
2102.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
2067.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
1853.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
1781.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
1712.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
1699.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
1409.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
1269.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
1268.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
275.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
107.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 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.
MT-ND4L 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
13711.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
41963.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
38532.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
33472.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
30455.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
30370.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
30193.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
29285.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
28055.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
27201.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
26504.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
25955.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
25152.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
22372.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
20045.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
19714.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
19530.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
18908.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
18544.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
18456.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
17595.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
17570.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
16805.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
16765.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
15112.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
14832.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
14668.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
14628.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
14492.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
14428.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
14140.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
14106.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
14071.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
13954.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
13870.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
13779.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
13673.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
13507.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
13213.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
13124.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
13113.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
13010.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
12919.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
12914.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
12746.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
12706.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
12685.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
12574.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
12546.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
12461.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
12398.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
12113.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
12094.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
11940.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
11939.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
11919.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
11875.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
11655.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
11646.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
11448.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
11146.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
11111.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
10988.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
10878.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
10815.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
10734.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
10667.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
10474.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
10451.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
10330.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
10111.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
9863.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
9724.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
9565.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
9522.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
9453.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
9316.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
9311.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
9096.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
8933.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
8469.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
8118.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
7954.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
7816.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
7630.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
7612.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
7378.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
7289.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
7120.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
7116.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
6933.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
6603.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
6536.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
6227.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
6130.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
6080.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
3241.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
2885.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
1237.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
327.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
MT-ND4L 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
12578.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
65343.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
50073.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
49893.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
49725.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
38297.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
35694.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
34412.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
33858.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
33534.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
33245.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
32091.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
31824.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
31128.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
31064.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
30488.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
30436.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
29844.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
29441.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
27877.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
27736.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
26503.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
26358.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
26190.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
26147.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
25943.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
25871.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
25298.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
25201.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
24375.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
24095.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
23673.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
23435.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
23426.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
23394.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
23285.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
23078.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
22919.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
22677.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
22538.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
22309.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
22259.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
21850.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
21683.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
21425.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
21232.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
21204.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
21154.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
21072.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
20856.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
20814.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
20697.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
20484.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
20260.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
19649.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
19279.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
19017.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
18898.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
18767.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
18730.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
18531.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
18483.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
18398.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
18144.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
18069.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
17969.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
17614.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
17186.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
17125.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
17091.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
17069.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
16810.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
16783.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
16638.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
16597.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
16504.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
16377.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
16339.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
16197.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
16176.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
16155.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
15987.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
15702.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
15644.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
15635.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
15359.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
15263.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
15206.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
14923.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
14869.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
14741.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
14519.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
14402.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
14310.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
14187.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
14109.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
14089.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
13989.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
13946.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
13822.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
13814.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
13437.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
13243.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
13147.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
13133.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
13041.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
13041.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
12998.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
12977.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
12767.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
12687.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
12636.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
12580.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
12433.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
12214.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
12085.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
11893.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
11790.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
11669.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
11649.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
11609.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
11502.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
11471.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
11459.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
11456.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
11359.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
11251.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
11090.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
11076.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
11054.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
10916.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
10763.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
10710.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
10581.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
10534.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
10502.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
10458.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
10364.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
10192.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
10151.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
10101.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
10045.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
9935.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
9931.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
9806.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
9792.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
9753.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
9675.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
9657.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
9648.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
9523.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
9485.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
9468.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
9408.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
9281.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
9212.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
9153.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
9014.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
8886.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
8851.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
8742.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
8740.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
8668.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
8645.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
8625.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
8562.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
8503.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
8496.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
8475.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
8430.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
8390.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
8362.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
8281.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
8264.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
8231.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
8128.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
8075.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
8047.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
8004.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
8000.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
7975.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
7838.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
7684.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
7679.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
7649.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
7601.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
7515.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
7474.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
7400.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
7308.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
7290.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
7259.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
7197.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
7164.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
7160.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
7151.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
7048.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
7021.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
7015.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
7000.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
6669.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
6458.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
6449.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
6426.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
6406.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
6389.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
6368.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
6338.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
6261.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
6107.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
6051.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
5916.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
5845.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
5809.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5806.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
5703.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
5599.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
5549.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
5447.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
5389.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
5236.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
5210.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
5175.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
5096.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
5088.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
5085.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
5006.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
4978.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
4930.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
4734.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
4684.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
4667.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
4511.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
4469.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
4434.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
4395.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
4386.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
4339.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
4282.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
4268.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
4152.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
4121.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
4091.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
4038.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
3832.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
3807.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
3667.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
3667.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
3643.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
3606.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
3554.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
3530.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
3528.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
3525.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
3427.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
3375.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
3101.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
2866.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
2775.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
2774.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
2714.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
2710.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
2563.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
2478.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
2437.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
2388.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
2349.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
2195.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
2169.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
2136.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
2067.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
2046.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1849.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1731.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
1524.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
1494.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
1185.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
867.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
747.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
706.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
623.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
445.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
174.1
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
