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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-ND6 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12154.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
34689.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
32079.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
29523.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
27962.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
25016.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
21558.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
20997.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
20189.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
20108.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
20017.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
18894.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
18157.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
16644.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
16033.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
15994.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
15983.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
15024.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
14251.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
14025.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
14008.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
13913.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
13844.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
13612.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
13489.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
13440.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
12744.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
12734.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
12425.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
12029.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
11909.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
11653.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
11481.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
11306.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
10969.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
10940.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
10673.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
10396.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
10328.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
10312.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
10216.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
8942.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
8934.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
8764.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
8669.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
8422.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
8114.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
7308.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
7113.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
6923.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
6523.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
6437.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
5798.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
5692.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
5085.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
5074.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
4314.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
3952.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
3939.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
3281.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
1478.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1404.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
1250.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
812.2
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-ND6 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
7907.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
36870.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
32494.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
30713.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
27542.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
27491.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
27291.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
26831.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
26381.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
25014.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
25012.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
21716.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
20960.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
20179.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
20020.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
19956.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
19825.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
19774.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
19622.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
19324.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
19016.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
18998.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
18793.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
18643.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
18542.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
18481.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
18374.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
17876.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
17840.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
17724.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
17684.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
17673.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
17670.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
17604.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
17356.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
17328.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
17240.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
17152.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
17149.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
17098.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
16921.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
16810.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
16537.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
16022.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
15970.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
15966.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
15927.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
15916.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
15862.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
15654.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
15654.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
15389.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
15309.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
15238.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
15205.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
15203.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
14968.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
14858.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
14747.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
14444.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
14432.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
14370.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
14259.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
14218.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
14209.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
14139.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
14037.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
14033.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
13999.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
13976.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
13709.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
13571.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
13523.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
13375.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
13341.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
13218.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
13192.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
13186.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
13170.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
13154.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
13092.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
12973.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
12951.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
12907.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
12822.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
12778.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
12652.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
12547.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
12528.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
12496.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
12429.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
12377.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
12228.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
12201.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
12162.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
12129.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
12076.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
12052.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
12035.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
11953.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
11889.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
11851.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
11815.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
11799.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
11754.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
11717.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
11557.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
11478.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
11407.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
11406.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
11331.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
11331.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
11228.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
11164.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
11123.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
11078.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
11051.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
11050.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
11034.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
11021.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
10921.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
10909.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
10902.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
10889.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
10810.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
10781.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
10777.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
10742.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
10714.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
10713.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
10706.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
10687.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
10676.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
10614.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
10532.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
10484.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
10457.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
10418.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
10343.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
10319.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
10308.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
10298.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
10182.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
10166.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
10055.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
9978.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
9943.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
9919.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
9792.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
9791.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
9752.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
9731.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
9723.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
9716.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
9696.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
9650.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
9605.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
9565.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
9475.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
9435.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
9332.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
9323.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
9238.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
9234.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
9140.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
9118.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
9093.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
9062.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
9015.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
9004.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
9000.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
8993.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
8969.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
8930.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
8896.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
8881.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
8817.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
8815.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
8755.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
8739.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
8698.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
8685.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
8651.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
8630.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
8594.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
8591.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
8561.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
8555.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
8444.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
8431.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
8419.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
8418.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
8404.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
8386.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
8343.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
8338.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
8328.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
8273.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
8253.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
8240.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
8127.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
8092.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
8087.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
7903.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
7880.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
7859.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
7835.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
7830.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
7823.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
7811.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
7777.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
7775.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
7739.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
7722.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
7597.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
7586.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
7573.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
7560.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
7526.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
7496.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
7455.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
7445.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
7430.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
7400.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
7398.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
7370.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
7351.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
7340.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
7283.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
7241.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
7230.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
7204.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
7189.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
7181.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
7167.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
7153.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
7148.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
7144.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
7134.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
7120.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
7115.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
7083.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
7060.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
7044.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
7034.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
7015.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
7007.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
7000.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
6992.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
6975.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
6949.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
6948.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
6944.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
6894.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
6874.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
6829.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
6826.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
6759.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
6736.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
6727.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
6723.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
6723.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
6711.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
6654.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
6651.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
6637.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
6580.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
6575.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
6551.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
6517.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
6465.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
6458.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
6429.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
6420.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
6404.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
6381.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
6338.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
6295.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
6294.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
6192.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
6140.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
6111.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
6057.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
6020.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
6014.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
5959.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
5923.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
5901.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
5894.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
5885.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
5845.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
5820.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
5794.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
5781.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
5726.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
5705.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
5674.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
5672.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
5672.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
5665.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
5641.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
5639.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
5637.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
5636.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
5625.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
5604.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
5596.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
5562.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
5537.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
5525.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
5481.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
5472.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
5470.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
5463.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
5378.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
5367.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
5365.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
5356.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
5346.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
5342.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
5330.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
5291.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
5278.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
5265.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
5221.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
5216.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
5206.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
5184.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
5180.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
5156.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
5148.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
5148.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
5128.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
5121.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
5116.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
5111.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
5083.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
5075.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
5046.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
5040.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
5014.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
4995.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
4962.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
4959.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
4949.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
4945.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
4939.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
4929.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
4909.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4901.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
4837.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
4821.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
4816.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
4801.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
4775.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
4750.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
4713.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
4705.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
4705.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
4680.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
4669.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
4656.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
4633.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
4631.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
4611.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
4603.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
4597.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
4556.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
4551.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
4517.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
4513.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
4502.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
4484.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
4474.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
4464.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
4448.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
4428.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
4403.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
4390.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
4390.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
4385.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
4371.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
4358.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
4278.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
4277.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
4273.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
4205.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
4184.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
4168.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
4156.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
4139.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
4122.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
4117.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
4092.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
4074.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
4061.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
4026.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
4025.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
4025.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
3976.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
3969.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
3955.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
3941.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
3916.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
3886.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
3831.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
3822.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
3816.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
3815.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
3764.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
3752.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
3721.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
3717.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
3630.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
3627.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
3591.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
3549.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
3511.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
3505.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
3464.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
3444.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
3405.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
3364.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
3359.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
3342.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
3313.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
3304.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
3205.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
3156.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
3141.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
3131.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
3103.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3098.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
3078.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
3061.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
3024.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
3012.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
2997.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
2949.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
2921.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
2900.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
2843.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
2841.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
2837.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
2813.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
2770.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
2729.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
2728.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
2727.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
2725.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
2701.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
2655.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
2644.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
2643.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
2631.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
2623.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
2576.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
2572.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
2554.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
2548.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
2536.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
2523.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
2481.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
2461.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
2423.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
2417.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
2397.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
2315.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
2300.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
2285.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
2265.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
2261.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
2252.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
2240.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
2239.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
2230.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
2204.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
2197.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2188.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
2181.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
2175.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
2171.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
2166.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
2147.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
2065.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
2031.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
1995.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
1988.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
1965.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
1943.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
1908.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
1888.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1798.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1760.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
1758.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
1735.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
1733.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
1722.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
1709.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
1563.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
1528.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1528.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
1473.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
1443.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
1396.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
1356.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
1352.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
1339.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
1290.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
1108.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
1008.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
997.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
966.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
951.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
769.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
695.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
639.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
617.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
404.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
199.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
60.0
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-ND6 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
5807.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
18793.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
14481.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
13715.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
13294.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
13087.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
12988.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
12117.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
11809.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
11128.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
11089.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
10970.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
10937.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
10653.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
10264.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
9823.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
8908.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
8882.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
8807.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
8719.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
8623.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
8575.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
8336.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
8270.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
8127.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
8049.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
7890.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
7743.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
7404.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
7297.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
7293.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
7122.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
7049.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
6994.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
6979.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
6900.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
6840.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
6484.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
6005.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
5962.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
5930.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
5906.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
5744.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
5665.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
5657.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
5647.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
5561.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
5542.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
5502.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
5499.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
5407.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
5368.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
5322.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
5316.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
5297.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
5008.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
4987.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
4826.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
4804.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
4757.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
4603.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
4541.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
4432.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
4410.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
4316.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
4006.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
3788.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
3764.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
3747.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
3516.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
3382.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
3326.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
3293.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
3151.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
2958.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
2847.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
2630.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
2606.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
2602.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
2572.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
2566.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
2462.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
2443.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
2394.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
2336.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
2172.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
2114.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
2092.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
2013.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
1867.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
1808.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
1725.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
1503.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
1463.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
1287.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
1074.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
992.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
956.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
424.6
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-ND6 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
7424.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
44053.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
26426.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
25682.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
24500.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
23686.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
22351.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
20236.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
20113.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
19412.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
19295.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
18983.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
18557.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
18139.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
17504.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
17335.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
16955.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
16871.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
16701.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
16382.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
16035.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
15916.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
15757.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
15658.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
15618.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
15454.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
15379.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
15286.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
15266.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
14842.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
14530.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
14397.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
14298.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
14232.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
14198.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
13959.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
13912.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
13841.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
13152.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
13094.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
13015.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
12903.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
12799.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
12611.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
12427.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
12394.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
12359.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
12151.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
12033.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
11920.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
11846.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
11817.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
11813.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
11655.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
11517.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
11403.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
11391.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
11376.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
11367.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
11055.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
10846.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
10652.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
10633.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
10587.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
10498.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
10474.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
10468.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
10291.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
10180.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
10125.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
10118.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
9814.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
9763.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
9749.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
9655.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
9626.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
9623.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
9606.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
9462.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
9456.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
9419.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9358.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
9357.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
9163.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
9108.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
9103.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
8983.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
8974.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
8973.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
8940.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
8937.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
8691.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
8620.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
8546.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
8542.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
8518.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8518.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
8497.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
8455.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
8418.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
8382.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
8369.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
8358.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
8350.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
8333.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
8079.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
8029.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
7967.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
7951.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
7750.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
7730.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
7714.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
7697.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
7686.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
7549.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
7419.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
7374.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
7344.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
7302.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
7170.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
7122.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
7069.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
7064.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
7027.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
7009.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
6992.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
6981.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
6856.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
6811.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
6777.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
6771.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
6734.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
6660.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
6643.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
6601.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
6570.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
6307.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
6286.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
6278.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
6261.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
6226.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
6184.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
6158.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
6151.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
6099.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
6093.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
6023.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
5897.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
5875.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
5833.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
5832.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
5819.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
5813.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
5693.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
5690.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
5663.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
5660.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
5583.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
5528.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
5491.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
5471.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
5418.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
5385.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
5300.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
5298.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
5227.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
5224.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
5192.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
5178.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
5146.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
5136.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
4990.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
4988.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
4927.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
4839.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
4816.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
4801.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
4752.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
4727.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
4727.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
4715.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
4701.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
4678.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
4487.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
4458.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
4442.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
4408.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
4385.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
4339.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
4294.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
4219.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
4211.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
4150.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
4109.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
4085.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
4061.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
3975.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
3958.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
3892.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
3845.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
3803.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
3699.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
3683.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
3666.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
3651.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
3620.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
3607.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
3602.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
3580.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
3543.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
3412.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
3396.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
3394.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
3377.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
3375.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
3368.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
3346.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
3343.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
3094.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
3009.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
2987.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
2967.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
2934.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
2928.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
2863.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
2681.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
2634.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
2628.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
2620.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
2599.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
2554.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
2489.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
2403.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
2395.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
2388.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
2377.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
2371.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
2280.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
2235.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
2234.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
2176.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
2161.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
2144.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
2087.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
2042.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
2037.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
2029.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
1990.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
1942.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
1910.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
1883.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
1843.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
1796.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
1739.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
1713.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
1708.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
1605.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
1582.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
1550.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
1509.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
1490.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
1480.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
1480.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
1435.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
1386.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
1344.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
1335.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
1280.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
1266.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1178.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
1139.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
1023.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
994.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
982.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
944.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
797.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
784.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
657.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
424.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
393.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
392.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
299.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
275.3
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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.