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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-ND5 is potential prognostic, high expression is favorable 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
6927.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
18321.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
17312.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
16047.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
14845.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
13959.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
12197.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
11619.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
11197.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
9716.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
9454.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
9419.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
9317.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
9113.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
8994.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
8942.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
8790.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
8500.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
8274.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
7879.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
7790.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
7674.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
7390.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
7371.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
7211.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
7157.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
7046.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
7017.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
6904.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
6887.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
6873.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
6693.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
6563.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
6526.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
6517.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
6302.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
6232.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
6207.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
6124.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
5992.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
5598.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
5343.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
5326.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
5284.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
5035.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
4887.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
4631.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
4623.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
4575.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
4503.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
4271.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
4164.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
4114.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
3977.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
3848.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
3645.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
3608.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
3532.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
3403.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
3120.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
2444.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
1135.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
987.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
850.4
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-ND5 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
3726.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
16431.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
13868.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
13547.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
12318.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
12228.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
12095.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
10708.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
10265.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
10013.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
9975.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
9882.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
9786.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
9575.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
9529.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9489.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
9374.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
9209.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
9068.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
8875.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
8856.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
8644.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
8485.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
8478.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
8452.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
8342.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
8319.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
8281.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
8195.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
8013.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
8005.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
7941.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
7916.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
7872.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
7740.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
7673.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
7534.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
7357.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
7344.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
7337.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
7247.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
7168.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
7045.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
7036.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
7032.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
6986.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
6975.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
6911.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
6875.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
6864.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
6803.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
6788.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
6653.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
6647.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
6612.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
6574.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
6572.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
6527.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
6517.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
6512.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
6482.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
6460.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
6415.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
6345.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
6323.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
6292.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
6284.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
6259.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
6242.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
6204.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
6186.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
6182.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
6151.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
6133.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
6060.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
6049.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
6037.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
5993.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
5956.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
5936.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
5905.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
5904.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
5896.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
5870.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
5813.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
5784.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
5737.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
5718.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
5691.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
5687.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
5675.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
5644.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
5637.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
5633.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
5608.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
5607.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
5590.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
5582.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
5566.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
5553.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
5533.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
5519.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
5457.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
5447.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
5444.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
5431.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
5429.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
5399.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
5386.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
5372.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
5362.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
5341.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
5327.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
5321.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
5295.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
5262.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
5246.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
5196.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
5196.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
5191.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
5178.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
5136.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
5112.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
5103.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
5096.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
5070.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
5029.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
4949.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
4935.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
4929.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
4887.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
4884.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
4878.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
4834.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
4823.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
4790.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
4788.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
4754.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
4744.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
4741.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
4712.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
4657.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
4656.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
4646.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
4623.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
4607.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
4594.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
4556.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
4525.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
4513.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
4503.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
4496.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
4491.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
4483.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
4459.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
4448.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
4448.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
4446.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
4416.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
4391.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
4382.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
4365.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
4364.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
4329.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
4323.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
4314.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
4308.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
4292.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
4238.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
4238.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
4222.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
4200.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
4189.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
4185.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
4169.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
4155.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
4143.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
4079.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
4071.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
4060.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
4037.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
4037.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
4035.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
4031.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
4024.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
4009.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
4006.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
3989.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
3974.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
3963.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
3946.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
3914.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
3911.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
3911.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
3906.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
3892.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
3887.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
3871.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
3867.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
3841.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
3833.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
3824.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
3808.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
3796.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
3778.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
3777.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
3762.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
3755.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
3735.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
3721.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
3697.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
3689.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
3682.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
3643.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
3637.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
3629.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
3622.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
3594.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
3589.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
3587.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
3575.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
3572.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
3564.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
3563.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
3546.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
3542.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
3536.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
3536.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
3536.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
3534.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
3523.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
3499.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
3471.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
3449.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
3441.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
3435.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
3428.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
3413.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
3412.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
3399.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
3393.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
3392.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
3392.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
3391.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
3387.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
3361.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
3338.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
3337.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
3326.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
3313.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
3307.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
3305.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
3298.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
3298.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
3296.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
3294.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
3276.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
3274.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
3250.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
3237.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
3227.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
3223.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
3214.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
3203.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
3202.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
3199.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
3191.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
3186.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
3185.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
3171.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
3166.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
3132.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
3107.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
3095.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
3083.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
3079.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
3076.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
3068.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
3062.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
3061.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
3034.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
3029.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
3028.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
3017.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
3015.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
3004.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2996.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
2986.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
2979.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
2976.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
2967.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
2956.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
2954.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
2949.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
2925.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
2915.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
2909.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
2909.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
2892.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
2889.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
2882.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
2874.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
2866.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
2864.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
2858.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
2857.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
2843.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2842.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
2833.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
2824.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
2821.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
2817.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
2809.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
2809.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
2802.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
2794.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
2792.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
2788.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
2781.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
2755.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
2739.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
2734.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
2727.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
2715.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
2698.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
2672.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
2657.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
2652.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
2651.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
2640.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
2597.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
2584.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
2572.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
2571.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
2569.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
2568.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
2555.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
2555.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
2523.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
2510.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
2506.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
2506.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
2495.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
2493.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
2479.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
2471.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
2465.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
2464.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
2453.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
2437.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
2389.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
2372.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
2346.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
2338.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
2335.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
2335.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
2331.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
2315.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
2292.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
2288.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
2286.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
2274.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
2268.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
2254.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
2245.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
2239.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
2229.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
2217.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
2211.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
2204.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
2190.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
2190.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
2185.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
2182.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
2173.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
2164.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
2146.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
2140.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
2140.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2131.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
2128.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
2113.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
2108.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
2104.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
2095.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
2094.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
2092.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
2080.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
2075.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
2069.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
2068.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
2063.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
2043.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
2031.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
2026.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
2023.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
2019.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
2013.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
1992.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
1959.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
1950.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
1946.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
1943.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
1939.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
1931.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
1918.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
1876.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
1863.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
1858.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
1854.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1853.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
1840.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
1839.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
1838.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
1824.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
1824.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
1823.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
1810.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1804.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
1801.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
1786.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
1786.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
1784.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
1782.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
1781.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
1781.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
1774.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
1718.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
1713.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
1708.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
1704.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
1695.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
1645.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
1638.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
1638.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
1629.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
1622.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
1611.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
1610.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
1602.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
1598.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1589.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
1584.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
1583.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
1583.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
1582.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
1580.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
1569.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
1569.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
1547.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
1546.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
1541.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
1533.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
1508.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
1502.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
1489.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
1476.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
1472.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
1472.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
1459.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
1443.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
1441.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
1441.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
1430.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
1416.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
1402.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
1400.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
1391.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
1388.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
1384.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
1384.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1370.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
1361.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
1360.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
1337.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
1328.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
1315.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
1289.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
1284.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
1275.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
1237.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
1218.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
1216.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
1207.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
1188.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
1185.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
1156.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
1133.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
1131.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
1131.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
1120.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
1115.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
1092.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
1081.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
1069.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1044.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
1030.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
976.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
943.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
905.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
898.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
895.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
878.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
837.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
816.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
791.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
743.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
726.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
717.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
711.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
705.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
668.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
603.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
586.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
585.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
561.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
452.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
324.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
190.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
89.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
61.4
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-ND5 is potential prognostic, high expression is favorable 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
3506.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
11301.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
8331.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
7735.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
7661.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
7494.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
7134.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
6783.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
6629.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
6487.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
6296.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
6292.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
5906.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
5748.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
5363.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
5302.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
5172.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
5162.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
5071.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
4815.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
4815.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
4779.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
4737.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
4638.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
4637.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
4525.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
4500.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
4390.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
4326.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
4280.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
4206.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
4197.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
4181.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
4079.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
4022.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
3994.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
3957.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
3936.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
3916.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
3776.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
3758.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
3655.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
3638.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
3550.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
3550.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
3419.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
3409.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
3391.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
3362.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
3355.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
3298.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
3256.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
3230.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
3200.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
3198.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
3144.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
3140.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
3058.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
3043.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
2999.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
2923.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
2919.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
2902.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
2834.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
2760.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
2720.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
2676.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
2639.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
2540.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
2429.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
2424.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
2384.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
2381.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
2297.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
2232.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
2214.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
2011.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
2006.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
1952.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
1852.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
1718.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
1715.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
1688.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
1635.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
1613.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
1610.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
1536.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
1392.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
1351.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
1299.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
1259.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
1246.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
1230.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
1192.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
1019.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
894.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
803.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
544.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
406.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MT-ND5 is potential prognostic, high expression is favorable 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
4023.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
17443.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
16978.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
13585.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
13522.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
13057.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
12869.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
12113.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
11530.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
10874.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
10144.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
10042.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
9643.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
9575.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
9528.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
9422.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
9228.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
9119.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
9071.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
8951.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
8849.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
8808.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
8644.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
8609.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
8302.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
8200.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
8192.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
8115.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
8110.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
8066.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
7875.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
7869.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
7831.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
7801.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
7706.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
7567.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
7541.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
7487.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
7465.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
7374.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
7215.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
7197.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
7036.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
6676.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
6661.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
6503.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
6497.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
6399.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
6287.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
6266.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
6139.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
5996.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
5910.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
5904.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
5897.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
5852.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
5787.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
5699.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
5654.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
5651.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
5565.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
5527.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
5519.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
5466.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
5449.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
5337.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
5322.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
5310.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
5258.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
5253.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
5228.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
5183.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5180.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
5157.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
5146.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
5139.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
5118.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
5111.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
5083.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
5073.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
5071.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
4967.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
4955.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
4885.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
4879.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
4879.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
4865.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
4858.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
4836.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
4831.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
4827.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
4772.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
4690.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
4579.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
4564.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
4538.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
4520.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
4510.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
4452.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
4390.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
4347.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
4339.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
4328.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
4319.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
4305.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
4302.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
4301.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
4294.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
4269.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
4242.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
4179.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
4130.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
4089.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
4074.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
4050.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
4039.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
4039.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
4013.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
3977.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
3957.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
3904.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
3889.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
3871.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
3849.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
3817.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
3808.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
3801.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
3796.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
3791.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
3769.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
3706.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
3681.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
3631.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
3610.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
3600.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
3590.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
3560.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
3553.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
3538.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
3536.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
3514.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
3503.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
3475.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
3471.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
3454.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
3373.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
3372.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
3362.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
3361.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
3254.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
3122.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
3108.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
3095.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
3088.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
3025.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
2966.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
2955.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
2931.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
2927.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
2924.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
2923.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
2917.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
2897.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
2883.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
2877.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
2821.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
2806.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
2773.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
2758.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
2717.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2715.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
2705.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
2703.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
2680.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
2662.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
2626.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
2596.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
2558.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
2523.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
2503.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
2484.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
2470.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
2467.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
2449.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
2437.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
2417.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
2414.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
2393.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
2331.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
2304.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
2298.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
2291.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
2280.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
2268.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
2232.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
2220.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
2183.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
2178.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
2125.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
2123.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
2096.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
2093.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
2085.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
2083.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
2053.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
2045.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
2007.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
1991.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
1968.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
1948.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
1942.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
1922.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
1919.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
1909.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
1906.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
1906.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
1903.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
1879.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
1851.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
1819.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
1815.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1806.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
1774.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
1747.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
1730.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
1720.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
1715.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1667.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
1664.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
1617.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
1579.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
1532.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
1513.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
1500.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
1434.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
1433.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
1432.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
1407.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
1372.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
1350.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
1350.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1321.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
1309.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1303.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
1286.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
1270.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
1253.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
1229.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
1224.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
1212.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
1171.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
1168.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
1136.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
1102.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
1094.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
1063.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
1039.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
1009.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
977.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
969.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
934.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
913.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
883.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
859.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
853.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
828.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
772.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
744.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
732.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
730.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
664.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
646.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
638.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
614.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
583.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
509.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
416.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
384.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
367.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
336.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
260.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
253.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
91.4
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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.
The Human Protein Atlas project is funded
