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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MT-CO2 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
33870.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
79100.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
69904.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
67098.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
61207.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
55433.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
54083.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
52284.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
52261.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
51726.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
49293.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
48626.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
47778.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
44945.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
44046.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
43192.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
41765.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
41607.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
40322.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
40096.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
39822.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
39242.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
39089.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
39080.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
37985.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
36787.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
35858.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
35659.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
35645.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
35020.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
34878.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
34733.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
34313.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
32097.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
32066.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
30567.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
30174.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
29799.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
28495.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
27409.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
27224.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
26540.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
26032.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
25550.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
25147.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
24962.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
24738.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
24156.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
23893.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
23089.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
23036.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
22292.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
21521.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
21393.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
19688.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
18227.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
17455.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
16921.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
15463.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
15193.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
15103.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
12894.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
11981.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
11315.9
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-CO2 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15966.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
66002.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
61351.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
58357.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
57682.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
55136.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
54110.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
53715.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
51651.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
50230.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
49549.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
43467.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
40622.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
39502.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
39392.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
39304.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
39301.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
38616.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
38602.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
37371.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
36619.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
36397.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
35896.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
35800.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
35088.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
34987.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
34708.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
34047.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
34003.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
33750.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
33697.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
33532.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
33501.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
33367.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
33352.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
33265.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
33258.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
32971.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
32802.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
32240.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
32099.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
31892.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
31815.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
31448.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
31412.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
30460.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
30226.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
30122.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
30096.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
29790.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
29576.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
29264.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
28500.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
28253.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
28153.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
28105.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
27879.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
27195.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
27190.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
27180.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
27174.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
27140.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
27084.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
26772.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
26587.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
26535.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
26470.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
26390.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
26266.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
26263.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
26176.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
26135.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
25653.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
25498.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
25453.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
25385.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
25285.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
25244.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
25143.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
25142.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
24958.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
24708.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
24641.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
24580.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
24545.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
24251.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
24187.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
24034.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
23713.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
23580.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
23580.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
23207.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
23196.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
23134.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
23078.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
23054.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
23003.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
22827.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
22765.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
22730.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
22705.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
22594.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
22545.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
22338.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
22313.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
22251.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
22036.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
21767.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
21765.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
21759.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
21737.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
21640.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
21581.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
21553.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
21537.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
21502.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
21497.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
21423.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
21362.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
21350.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
21124.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
21016.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
21015.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
20955.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
20723.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
20653.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
20646.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
20636.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
20491.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
20409.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
20349.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
20334.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
20332.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
20149.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
19962.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
19846.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
19798.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
19609.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
19492.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
19369.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
19334.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
19273.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
19254.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
19202.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
19177.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
19068.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
18961.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
18959.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
18869.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
18760.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
18701.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
18661.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
18467.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
18361.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
18348.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
18316.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
18303.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
18293.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
18276.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
18243.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
18226.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
18121.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
17988.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
17861.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
17802.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
17749.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
17722.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
17580.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
17580.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
17510.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
17497.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
17371.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
17351.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
17330.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
17257.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
17257.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
17257.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
17214.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
17163.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
17028.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
16967.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
16899.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
16821.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
16668.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
16468.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
16383.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
16327.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
16243.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
16202.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
16197.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
16183.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
16159.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
16134.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
16125.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
16076.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
15989.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
15975.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
15954.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
15943.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
15906.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
15752.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
15501.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
15452.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
15357.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
15272.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
15013.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
14980.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
14980.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
14971.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
14872.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
14834.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
14810.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
14807.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
14754.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
14717.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
14712.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
14687.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
14644.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
14638.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
14567.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
14461.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
14423.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
14344.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
14330.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
14292.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
14286.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
14286.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
14230.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
14194.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
14166.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
14153.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
14150.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
14137.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
14124.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
14123.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
14011.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
13973.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
13839.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
13797.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
13793.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
13782.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
13691.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
13671.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
13646.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
13558.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
13520.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
13462.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
13440.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
13433.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
13340.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
13302.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
13297.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
13287.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
13257.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
13253.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
13229.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
13206.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
13150.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
13144.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
13110.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
13082.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
13052.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
13040.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
13000.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
12952.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
12836.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
12828.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
12799.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
12714.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
12670.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
12659.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12630.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
12610.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
12599.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
12579.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
12577.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
12529.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
12518.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
12495.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
12397.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
12390.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
12389.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
12371.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
12359.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
12338.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
12310.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
12305.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
12270.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
12212.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
12205.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
12160.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
12151.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
12081.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
12031.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
12021.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
11998.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
11991.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
11963.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
11904.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
11903.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
11834.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
11790.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
11759.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
11757.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
11646.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
11627.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
11561.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
11561.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
11524.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
11502.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
11482.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
11458.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
11420.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
11389.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
11267.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
11251.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
11224.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
11211.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
11171.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
11094.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
11090.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
11064.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
11059.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
11030.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
10997.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
10924.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
10921.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
10921.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
10919.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
10914.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
10844.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
10840.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
10840.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
10831.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
10800.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
10792.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
10791.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
10780.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
10695.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
10682.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
10664.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
10660.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
10632.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
10630.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
10575.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
10550.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
10540.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
10527.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
10525.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
10426.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
10397.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10374.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
10322.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
10310.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
10294.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
10241.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
10212.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
10196.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
10193.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
10192.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
10184.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
10169.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
10168.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
10140.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
10079.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
10077.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
10045.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
10044.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
10030.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
10005.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
9988.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
9984.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
9978.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
9973.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
9944.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
9919.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
9868.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
9823.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
9774.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
9727.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
9702.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
9683.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
9634.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
9622.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
9614.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
9609.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
9606.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
9606.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
9592.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
9555.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
9535.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
9508.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
9500.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
9450.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
9429.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
9420.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
9419.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
9379.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
9375.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
9355.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
9314.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
9301.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
9288.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
9286.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
9269.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
9244.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
9233.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
9223.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
9111.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
9110.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
9090.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
9072.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
9052.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
9048.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
9025.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
9024.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
9023.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
8927.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
8905.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
8879.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
8871.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
8871.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
8804.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
8799.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
8785.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
8675.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
8664.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
8655.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
8600.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
8522.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
8399.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
8342.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
8336.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
8257.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
8216.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
8178.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
8163.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
8137.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
8104.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
8100.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
8065.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
8021.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
7938.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
7887.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
7880.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
7859.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
7788.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
7771.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
7742.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
7736.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
7688.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
7669.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
7664.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
7658.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
7574.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
7466.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
7464.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
7456.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
7383.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
7371.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
7366.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
7315.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
7230.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
7219.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
7177.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
7134.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
7096.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
7076.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
7076.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
7046.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
7044.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
6901.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
6827.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
6819.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
6805.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
6744.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
6714.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
6675.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
6642.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
6631.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
6543.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
6538.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
6396.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
6341.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
6278.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
6262.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
6246.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
6191.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
6185.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
6107.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
6080.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
6058.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
5999.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
5907.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
5874.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
5872.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
5704.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
5627.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
5538.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
5454.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
5453.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
5397.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
5052.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
5006.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
4998.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
4780.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
4666.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
4656.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
4590.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
4345.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
4327.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
4314.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
4215.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
3666.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
2968.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
2591.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
2075.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
2075.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
1422.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
1343.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
323.4
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-CO2 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
13084.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
50665.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
47680.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
38848.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
33018.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
31645.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
29081.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
25341.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
24752.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
24001.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
23773.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
23258.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
22777.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
22120.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
21445.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
20903.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
20304.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
18942.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
18742.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
18047.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
17569.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
16622.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
16289.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
16102.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
15418.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
14553.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
14492.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
14179.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
13680.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
13653.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
13554.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
13386.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
13028.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
12930.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
12893.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
12737.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
12607.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
12542.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
12381.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
12226.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
11930.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
11802.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
11513.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
11466.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
11443.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
11343.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
11318.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
11237.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
10803.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
10786.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
10711.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
10689.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
10553.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
10275.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
10220.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
10149.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
10147.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
10094.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
9894.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
9885.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
9830.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
9640.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
9635.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
9495.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
9453.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
9216.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
9200.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
9187.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
8979.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
8704.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
8697.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
8591.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
8512.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
8505.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
8423.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
8368.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
8244.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
8176.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
8117.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
8100.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
7966.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
7916.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
7820.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
7813.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
7639.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
7619.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
7071.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
7003.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
6910.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
6852.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
6522.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
6380.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
6315.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
6009.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
5686.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
4790.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
4364.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
1654.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
1461.5
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-CO2 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
21565.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
67205.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
65799.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
61327.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
60526.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
55070.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
54328.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
53663.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
53519.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
53367.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
53137.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
52179.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
51377.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
50900.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
50885.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
49572.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
48835.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
48533.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
46347.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
45864.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
44970.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
44833.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
44699.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
44132.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
44102.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
43674.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
43660.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
43656.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
42720.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
41325.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
40766.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
40141.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
39760.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
39660.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
39505.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
39441.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
39203.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
39037.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
38602.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
38531.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
37705.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
37557.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
37452.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
37424.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
37257.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
36606.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
36441.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
36200.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
35721.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
34946.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
34351.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
34305.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
34232.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
34100.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
33485.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
33135.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
32892.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
32503.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
32488.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
32315.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
32285.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
31593.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
31502.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
31319.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
30913.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
30777.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
30547.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
30193.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
29455.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
28674.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
28214.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
27649.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
27606.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
27454.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
27281.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
27078.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
26905.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
26799.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
26714.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
26620.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
26509.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
26397.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
25946.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
25822.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
25696.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
25590.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
25581.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
25527.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
25328.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
25267.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
25081.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
24949.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
24699.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
24194.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
24165.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
24047.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
24045.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
23821.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
23604.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
23529.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
23474.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
23247.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
23220.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
23174.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
23048.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
22988.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
22780.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
22521.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
22375.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
22323.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
22246.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
22228.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
22138.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
21912.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
21490.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
21455.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
21207.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
21178.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
20974.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
20827.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
20815.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
20812.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
20769.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
20753.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
20743.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
20690.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
20517.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
20511.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
20168.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
19920.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
19883.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
19831.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
19817.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
19806.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
19796.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
19754.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
19737.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
19641.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
19572.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
19572.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
19535.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
19254.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
18212.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
17963.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
17908.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
17667.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
17555.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
17490.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
17350.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
17325.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
17245.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
17101.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
16898.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
16759.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
16653.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
16591.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
16508.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
16502.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
16383.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
16198.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
16048.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
15929.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
15572.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
15570.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
15280.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
15101.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
15048.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
14938.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
14904.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
14866.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
14798.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
14621.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
14604.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
14559.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
14383.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
14379.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
14210.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
14143.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
14081.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
14063.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
13945.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
13922.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
13904.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
13684.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
13620.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
13559.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
13436.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
13307.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
13293.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
13180.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
13106.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
13049.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
12965.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
12957.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
12936.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
12801.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
12674.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
12658.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
12637.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
12509.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
12479.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
12359.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
12254.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
12195.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
12174.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
12143.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
12012.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
11988.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
11662.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
11529.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
11453.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
11310.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
11290.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
11268.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
11226.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
11220.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
11130.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
10990.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
10963.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
10911.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
10764.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
10621.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
10572.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
10552.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
10512.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
10504.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
10247.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
10139.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
10069.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
9831.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
9760.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
9686.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
9683.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
9622.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
9558.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
9276.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
9205.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
9117.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
9073.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
9052.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
8734.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
8571.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
8542.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
8497.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
8424.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
8383.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
8379.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
8359.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
8137.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
7976.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
7880.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
7869.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
7853.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
7351.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
7185.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
6977.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
6758.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
6663.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
6624.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
6562.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
6347.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
6014.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
5974.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
5778.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
5745.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
5467.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
5387.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
5376.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
5289.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
5097.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
4992.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
4948.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
4821.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
4678.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
4590.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
4536.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
3908.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
3792.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
2578.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
2423.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
2293.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
1888.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
1645.7
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.