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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.
ATP5ME 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
859.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1828.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
1487.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1421.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1406.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1386.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1355.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1287.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1204.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1195.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1128.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1125.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
1109.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
1087.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
1076.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1070.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
1065.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
1026.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
1026.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
1025.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
1024.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1019.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
1015.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
990.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
989.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
988.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
985.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
979.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
943.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
933.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
930.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
919.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
905.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
891.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
873.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
859.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
811.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
804.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
774.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
767.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
732.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
720.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
711.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
702.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
692.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
652.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
647.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
618.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
612.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
605.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
604.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
573.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
563.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
525.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
517.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
501.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
452.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
451.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
435.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
397.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
372.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
368.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
333.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
299.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
ATP5ME 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
565.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4849.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2654.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2119.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
1678.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
1530.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1287.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
1226.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
1148.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
1129.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
1118.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
1113.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
1032.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
1026.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
1024.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
1023.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
1022.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1013.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
984.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
970.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
959.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
957.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
944.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
941.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
930.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
927.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
917.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
917.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
910.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
902.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
891.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
883.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
882.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
874.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
874.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
873.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
872.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
868.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
851.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
845.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
842.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
839.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
838.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
834.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
830.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
821.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
817.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
817.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
815.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
815.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
811.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
810.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
809.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
806.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
802.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
801.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
800.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
798.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
798.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
792.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
790.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
789.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
789.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
784.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
782.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
782.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
776.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
771.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
770.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
770.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
768.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
761.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
758.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
752.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
751.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
749.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
745.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
739.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
734.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
734.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
732.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
728.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
718.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
714.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
712.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
712.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
711.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
710.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
707.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
707.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
706.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
706.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
701.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
701.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
698.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
696.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
693.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
690.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
688.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
687.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
685.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
685.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
684.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
684.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
684.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
682.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
681.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
681.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
680.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
680.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
679.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
679.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
677.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
674.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
674.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
674.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
673.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
672.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
671.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
671.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
669.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
669.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
665.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
665.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
664.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
664.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
663.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
663.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
661.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
658.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
658.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
656.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
656.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
654.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
654.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
652.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
651.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
651.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
647.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
645.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
642.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
638.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
637.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
637.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
636.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
635.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
634.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
634.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
631.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
629.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
626.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
625.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
625.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
625.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
623.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
622.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
619.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
618.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
617.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
614.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
612.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
612.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
611.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
609.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
609.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
609.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
608.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
606.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
605.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
601.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
601.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
600.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
600.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
599.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
597.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
597.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
595.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
595.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
594.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
592.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
591.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
588.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
588.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
587.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
586.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
586.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
585.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
584.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
583.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
580.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
579.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
579.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
577.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
575.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
574.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
573.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
571.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
571.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
570.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
569.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
569.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
568.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
568.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
566.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
566.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
564.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
561.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
561.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
560.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
560.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
558.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
556.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
554.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
552.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
551.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
551.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
550.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
550.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
550.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
549.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
548.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
547.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
547.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
546.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
546.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
546.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
545.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
544.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
544.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
544.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
544.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
543.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
541.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
541.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
540.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
540.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
538.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
538.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
538.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
536.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
535.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
533.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
533.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
533.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
532.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
532.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
532.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
531.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
530.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
528.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
528.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
527.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
527.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
526.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
525.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
524.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
524.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
524.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
524.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
522.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
521.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
521.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
520.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
520.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
520.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
520.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
518.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
518.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
515.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
515.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
513.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
512.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
512.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
512.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
511.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
510.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
507.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
506.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
504.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
503.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
502.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
502.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
502.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
502.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
501.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
499.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
496.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
495.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
491.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
491.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
490.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
490.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
490.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
488.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
488.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
488.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
488.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
487.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
487.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
485.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
485.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
484.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
483.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
482.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
481.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
480.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
480.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
479.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
479.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
479.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
479.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
478.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
478.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
477.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
477.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
476.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
475.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
475.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
473.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
471.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
469.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
467.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
466.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
465.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
465.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
464.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
464.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
464.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
463.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
463.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
461.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
461.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
461.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
460.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
460.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
459.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
459.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
459.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
459.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
458.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
457.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
456.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
455.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
453.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
453.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
452.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
452.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
451.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
450.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
450.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
449.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
449.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
449.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
448.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
448.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
447.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
447.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
447.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
446.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
446.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
446.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
444.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
444.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
444.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
443.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
442.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
442.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
441.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
440.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
439.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
439.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
438.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
438.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
438.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
436.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
435.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
435.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
434.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
434.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
433.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
431.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
431.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
430.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
429.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
428.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
428.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
426.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
425.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
424.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
424.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
424.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
422.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
421.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
421.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
420.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
420.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
419.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
419.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
419.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
418.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
415.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
413.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
413.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
412.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
412.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
411.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
411.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
410.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
407.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
407.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
406.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
406.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
404.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
402.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
401.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
401.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
400.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
400.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
398.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
397.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
397.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
397.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
397.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
396.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
396.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
396.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
395.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
395.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
395.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
394.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
394.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
393.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
391.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
391.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
386.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
386.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
385.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
385.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
385.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
384.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
384.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
384.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
383.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
383.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
382.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
382.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
378.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
378.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
377.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
377.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
376.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
375.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
372.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
372.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
371.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
370.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
370.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
370.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
368.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
368.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
368.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
366.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
365.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
365.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
364.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
359.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
359.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
359.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
357.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
356.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
356.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
355.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
354.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
351.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
343.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
342.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
341.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
341.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
340.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
339.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
338.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
337.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
337.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
336.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
335.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
334.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
332.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
325.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
325.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
321.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
321.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
320.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
318.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
316.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
315.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
314.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
310.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
310.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
309.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
306.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
303.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
300.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
297.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
292.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
292.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
289.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
286.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
285.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
275.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
272.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
268.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
259.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
252.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
243.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
231.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
195.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
191.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
148.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
115.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
111.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
98.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 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.
ATP5ME is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
458.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
999.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
872.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
771.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
733.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
727.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
702.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
679.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
677.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
661.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
629.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
614.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
596.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
595.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
586.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
584.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
583.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
577.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
563.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
558.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
550.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
544.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
544.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
541.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
533.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
533.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
531.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
529.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
527.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
518.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
517.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
509.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
506.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
504.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
495.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
492.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
486.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
484.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
477.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
476.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
476.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
473.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
470.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
462.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
460.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
460.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
452.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
439.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
437.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
436.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
433.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
423.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
408.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
405.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
405.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
402.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
399.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
399.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
398.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
396.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
395.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
394.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
392.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
391.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
388.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
385.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
384.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
384.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
384.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
383.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
381.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
380.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
378.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
377.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
373.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
371.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
370.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
365.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
364.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
355.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
354.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
351.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
350.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
349.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
345.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
342.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
340.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
335.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
335.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
327.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
320.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
313.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
309.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
300.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
286.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
283.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
282.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
276.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
271.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
271.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 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.
ATP5ME 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
718.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2696.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2345.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2013.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
2004.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
1902.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1773.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
1701.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1675.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
1625.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1622.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
1614.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
1444.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1393.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1388.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
1348.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
1289.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
1273.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
1239.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
1215.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
1204.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1199.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1175.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
1161.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1157.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
1140.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
1124.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
1119.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
1119.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
1107.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
1102.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
1100.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
1090.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
1074.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
1073.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
1070.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
1063.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
1063.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
1057.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
1046.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1040.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1029.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
1017.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
1016.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
1008.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
1003.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
1003.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
1000.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
1000.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
999.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
995.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
992.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
987.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
971.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
958.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
951.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
951.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
937.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
926.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
919.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
916.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
912.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
910.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
906.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
906.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
901.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
895.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
894.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
886.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
879.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
874.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
869.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
866.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
865.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
864.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
862.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
859.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
856.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
855.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
855.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
853.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
852.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
849.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
843.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
838.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
835.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
834.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
834.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
824.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
823.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
814.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
809.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
809.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
808.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
807.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
799.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
798.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
794.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
793.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
790.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
788.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
785.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
778.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
769.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
766.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
764.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
762.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
759.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
759.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
756.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
755.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
753.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
748.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
746.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
744.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
738.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
734.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
726.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
722.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
720.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
719.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
718.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
715.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
711.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
709.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
706.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
704.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
696.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
696.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
694.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
691.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
690.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
689.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
689.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
689.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
687.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
687.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
685.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
684.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
681.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
679.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
669.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
668.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
667.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
666.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
665.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
665.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
664.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
658.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
657.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
654.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
652.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
650.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
644.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
640.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
629.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
627.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
623.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
621.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
619.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
618.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
618.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
616.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
616.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
613.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
607.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
607.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
600.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
600.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
600.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
599.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
598.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
597.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
593.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
592.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
587.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
580.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
580.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
577.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
573.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
572.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
568.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
566.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
566.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
565.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
563.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
561.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
559.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
557.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
556.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
549.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
540.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
537.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
537.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
534.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
533.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
531.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
531.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
529.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
526.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
513.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
511.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
507.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
507.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
504.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
503.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
502.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
500.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
497.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
496.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
492.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
483.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
481.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
480.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
480.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
478.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
475.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
472.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
470.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
466.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
457.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
457.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
453.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
448.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
448.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
447.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
438.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
430.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
426.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
423.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
420.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
418.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
416.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
416.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
399.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
397.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
395.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
392.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
383.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
378.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
373.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
368.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
363.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
362.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
360.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
348.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
339.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
332.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
329.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
316.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
311.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
304.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
301.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
299.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
296.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
291.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
289.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
286.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
285.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
284.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
284.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
278.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
274.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
269.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
265.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
256.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
255.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
254.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
240.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
234.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
233.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
233.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
227.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
226.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
225.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
223.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
222.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
208.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
208.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
198.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
178.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
164.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0002270011
Tumor
1.5
CPT0001500009
Tumor
0.9
CPT0092740003
Normal
0.7
CPT0065450001
Normal
0.7
CPT0023710001
Normal
0.7
CPT0087050003
Normal
0.7
CPT0066430001
Normal
0.6
CPT0064400001
Normal
0.6
CPT0000790001
Normal
0.6
CPT0088640003
Normal
0.6
CPT0001350001
Normal
0.6
CPT0089480003
Normal
0.6
CPT0088780001
Normal
0.6
CPT0078840001
Normal
0.6
CPT0088710001
Normal
0.5
CPT0079430001
Normal
0.5
CPT0092800003
Normal
0.5
CPT0086890003
Normal
0.5
CPT0088920001
Normal
0.5
CPT0078670001
Normal
0.5
CPT0078660003
Tumor
0.5
CPT0076350001
Normal
0.5
CPT0086970003
Normal
0.5
CPT0088500001
Normal
0.5
CPT0006950001
Normal
0.5
CPT0092310003
Normal
0.5
CPT0089040001
Normal
0.4
CPT0086370003
Normal
0.4
CPT0006730001
Normal
0.4
CPT0026420001
Normal
0.4
CPT0001230001
Normal
0.4
CPT0081620001
Normal
0.4
CPT0023360001
Normal
0.4
CPT0010170001
Normal
0.4
CPT0092290003
Tumor
0.4
CPT0079000001
Normal
0.4
CPT0013790003
Normal
0.4
CPT0077140001
Normal
0.4
CPT0014350001
Normal
0.4
CPT0007870001
Normal
0.3
CPT0069010001
Normal
0.3
CPT0007470001
Normal
0.3
CPT0078940001
Normal
0.3
CPT0082010001
Normal
0.3
CPT0025610001
Normal
0.3
CPT0066520001
Normal
0.3
CPT0063640001
Normal
0.3
CPT0086830003
Normal
0.3
CPT0006530001
Normal
0.3
CPT0078510003
Tumor
0.3
CPT0089460004
Tumor
0.2
CPT0001190001
Normal
0.2
CPT0063330001
Normal
0.2
CPT0020020001
Normal
0.2
CPT0001550001
Normal
0.2
CPT0025920001
Normal
0.2
CPT0015730003
Tumor
0.2
CPT0077500001
Normal
0.2
CPT0000890001
Normal
0.2
CPT0064370003
Tumor
0.2
CPT0001510001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0012570003
Normal
0.1
CPT0025060001
Normal
0.1
CPT0020120003
Tumor
0.1
CPT0012180003
Tumor
0.1
CPT0012090003
Normal
0.1
CPT0019160001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0069190001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0024680001
Normal
0.1
CPT0079300001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0078800003
Tumor
0.1
CPT0078530001
Normal
0.1
CPT0092790003
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0024670003
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0007860003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0014160003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0025170003
Tumor
-0.1
CPT0086870003
Tumor
-0.1
CPT0023690003
Tumor
-0.1
CPT0012770003
Normal
-0.1
CPT0025290003
Tumor
-0.1
CPT0086030003
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0092160003
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0075570001
Normal
-0.1
CPT0088900003
Tumor
-0.2
CPT0069000003
Tumor
-0.2
CPT0066470004
Tumor
-0.2
CPT0017450001
Normal
-0.2
CPT0025050003
Tumor
-0.2
CPT0006630003
Tumor
-0.2
CPT0087040003
Tumor
-0.2
CPT0006900003
Tumor
-0.2
CPT0012670003
Tumor
-0.2
CPT0025880003
Tumor
-0.2
CPT0063320003
Tumor
-0.2
CPT0077310003
Tumor
-0.2
CPT0018250001
Normal
-0.2
CPT0025110003
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0088480003
Tumor
-0.2
CPT0007320003
Tumor
-0.3
CPT0014450004
Tumor
-0.3
CPT0015810003
Tumor
-0.3
CPT0012640003
Normal
-0.3
CPT0088970003
Tumor
-0.3
CPT0001270001
Normal
-0.3
CPT0088690003
Tumor
-0.3
CPT0092730003
Tumor
-0.3
CPT0010120001
Normal
-0.3
CPT0079270003
Tumor
-0.3
CPT0010110003
Tumor
-0.3
CPT0069160003
Tumor
-0.3
CPT0079480003
Tumor
-0.4
CPT0088630003
Tumor
-0.4
CPT0079510001
Normal
-0.4
CPT0025230003
Tumor
-0.4
CPT0078830003
Tumor
-0.4
CPT0081600003
Tumor
-0.4
CPT0011410003
Tumor
-0.4
CPT0009060003
Tumor
-0.4
CPT0001220008
Tumor
-0.4
CPT0075720003
Tumor
-0.4
CPT0000870016
Tumor
-0.4
CPT0015910003
Tumor
-0.4
CPT0023350003
Tumor
-0.5
CPT0000640003
Tumor
-0.5
CPT0010160003
Tumor
-0.5
CPT0025580004
Tumor
-0.5
CPT0006440003
Tumor
-0.5
CPT0014370004
Tumor
-0.5
CPT0065430003
Tumor
-0.5
CPT0076330003
Tumor
-0.5
CPT0012900004
Tumor
-0.5
CPT0025350003
Tumor
-0.5
CPT0092190003
Normal
-0.5
CPT0001260009
Tumor
-0.5
CPT0079230003
Tumor
-0.5
CPT0075170001
Normal
-0.5
CPT0063630003
Tumor
-0.5
CPT0002350011
Tumor
-0.5
CPT0081880003
Tumor
-0.5
CPT0019130003
Tumor
-0.5
CPT0079410003
Tumor
-0.5
CPT0084590001
Normal
-0.5
CPT0088760003
Tumor
-0.5
CPT0079180003
Tumor
-0.5
CPT0009020003
Normal
-0.6
CPT0001540009
Tumor
-0.6
CPT0077110003
Tumor
-0.6
CPT0012550003
Tumor
-0.6
CPT0078990003
Tumor
-0.6
CPT0012080003
Tumor
-0.6
CPT0012920003
Normal
-0.6
CPT0000780007
Tumor
-0.6
CPT0026410003
Tumor
-0.6
CPT0079380003
Tumor
-0.6
CPT0065690003
Tumor
-0.6
CPT0085670003
Tumor
-0.6
CPT0075130003
Tumor
-0.6
CPT0009000003
Tumor
-0.6
CPT0086820003
Tumor
-0.6
CPT0012280003
Tumor
-0.6
CPT0001180009
Tumor
-0.6
CPT0066480003
Tumor
-0.7
CPT0086950003
Tumor
-0.7
CPT0065930003
Tumor
-0.7
CPT0009080003
Normal
-0.7
CPT0081990003
Tumor
-0.7
CPT0071150004
Tumor
-0.7
CPT0012370003
Tumor
-0.8
CPT0065870003
Tumor
-0.8
CPT0077320001
Normal
-0.8
CPT0077490003
Tumor
-0.8
CPT0021240003
Tumor
-0.9
CPT0088550004
Tumor
-0.9
CPT0017850003
Tumor
-0.9
CPT0084560003
Tumor
-1.0
CPT0001340003
Tumor
-1.0
CPT0011240003
Tumor
-1.1
CPT0017410003
Tumor
-1.8
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.