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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.
ATP5MF is potential prognostic, high expression is unfavorable 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
794.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
3810.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
3087.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
2914.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
2875.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1528.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
1009.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
947.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
898.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
881.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
880.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
880.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
863.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
856.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
826.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
814.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
813.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
809.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
787.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
752.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
738.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
718.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
713.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
710.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
703.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
693.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
693.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
688.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
688.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
679.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
668.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
657.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
632.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
631.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
595.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
592.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
592.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
591.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
589.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
588.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
587.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
561.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
561.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
559.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
557.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
545.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
545.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
538.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
536.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
511.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
510.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
493.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
491.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
484.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
457.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
447.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
442.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
407.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
399.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
358.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
344.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
319.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
267.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
267.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 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.
ATP5MF 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
430.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2227.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1715.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
1648.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
1267.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
1238.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
1076.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1042.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
1037.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
982.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
959.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
931.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
871.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
860.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
842.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
834.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
822.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
819.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
817.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
798.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
788.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
777.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
773.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
772.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
765.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
765.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
761.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
755.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
752.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
744.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
735.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
735.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
732.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
723.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
716.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
713.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
710.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
706.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
705.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
704.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
694.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
679.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
677.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
671.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
668.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
668.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
666.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
662.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
653.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
652.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
652.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
633.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
632.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
624.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
615.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
615.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
612.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
611.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
611.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
606.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
602.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
599.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
599.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
598.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
597.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
594.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
591.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
589.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
589.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
583.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
582.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
576.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
573.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
565.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
559.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
559.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
555.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
554.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
551.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
551.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
546.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
545.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
544.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
544.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
541.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
540.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
539.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
535.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
535.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
535.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
533.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
529.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
528.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
526.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
524.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
522.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
519.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
519.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
519.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
517.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
515.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
513.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
512.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
511.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
510.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
509.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
509.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
508.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
508.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
502.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
501.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
498.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
497.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
496.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
496.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
495.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
495.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
495.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
492.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
491.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
491.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
491.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
491.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
491.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
489.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
488.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
486.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
486.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
486.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
484.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
483.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
483.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
483.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
482.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
480.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
478.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
476.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
475.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
474.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
472.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
472.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
471.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
471.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
470.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
470.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
469.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
469.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
468.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
467.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
464.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
463.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
463.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
462.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
460.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
458.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
458.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
457.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
457.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
456.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
453.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
452.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
451.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
450.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
450.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
449.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
449.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
449.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
447.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
447.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
446.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
446.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
445.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
443.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
443.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
442.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
441.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
440.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
439.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
438.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
437.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
437.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
436.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
436.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
436.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
436.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
435.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
435.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
435.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
434.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
433.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
433.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
432.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
430.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
430.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
429.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
429.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
426.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
426.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
422.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
422.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
421.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
421.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
420.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
418.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
417.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
417.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
416.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
416.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
415.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
415.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
415.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
413.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
413.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
411.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
411.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
411.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
410.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
410.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
409.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
408.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
408.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
407.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
407.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
406.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
406.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
405.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
404.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
404.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
403.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
402.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
402.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
402.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
401.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
401.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
400.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
400.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
400.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
399.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
399.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
398.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
398.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
398.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
398.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
397.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
397.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
397.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
396.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
394.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
393.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
393.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
392.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
392.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
391.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
391.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
390.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
389.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
389.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
388.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
388.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
388.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
388.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
387.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
385.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
385.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
384.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
383.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
383.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
382.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
382.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
382.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
380.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
380.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
380.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
379.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
378.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
378.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
378.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
377.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
377.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
376.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
375.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
374.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
374.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
373.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
373.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
372.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
372.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
372.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
372.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
371.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
371.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
370.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
369.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
369.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
368.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
368.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
368.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
367.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
367.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
367.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
367.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
367.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
365.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
364.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
363.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
362.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
361.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
361.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
359.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
359.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
358.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
357.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
356.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
355.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
354.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
354.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
354.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
353.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
353.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
353.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
353.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
353.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
352.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
352.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
352.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
351.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
351.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
351.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
350.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
350.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
349.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
349.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
348.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
348.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
348.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
348.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
347.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
346.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
346.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
346.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
345.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
344.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
344.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
344.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
344.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
343.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
342.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
342.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
339.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
339.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
338.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
338.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
338.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
337.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
337.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
337.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
337.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
337.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
336.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
336.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
336.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
336.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
336.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
336.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
336.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
335.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
335.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
335.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
332.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
332.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
331.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
331.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
331.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
328.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
327.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
326.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
326.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
325.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
325.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
324.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
324.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
324.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
323.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
323.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
323.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
323.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
323.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
323.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
322.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
322.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
322.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
322.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
321.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
321.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
321.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
321.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
320.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
320.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
319.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
319.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
319.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
318.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
317.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
316.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
315.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
314.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
314.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
312.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
312.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
312.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
311.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
310.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
310.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
310.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
310.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
309.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
309.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
308.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
308.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
307.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
307.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
306.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
305.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
305.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
304.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
303.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
302.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
301.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
301.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
300.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
300.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
300.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
300.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
300.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
298.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
298.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
297.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
297.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
297.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
296.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
296.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
296.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
295.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
294.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
294.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
294.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
292.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
292.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
291.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
291.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
291.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
290.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
290.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
290.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
289.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
289.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
288.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
288.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
287.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
287.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
287.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
286.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
285.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
284.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
284.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
284.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
283.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
282.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
281.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
280.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
280.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
279.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
278.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
277.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
277.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
276.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
276.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
275.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
275.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
275.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
274.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
274.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
272.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
272.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
271.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
271.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
270.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
267.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
266.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
265.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
262.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
261.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
260.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
258.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
257.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
256.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
253.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
251.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
251.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
251.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
246.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
244.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
242.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
240.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
239.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
238.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
234.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
228.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
228.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
226.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
223.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
222.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
222.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
218.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
208.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
197.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
194.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
175.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
169.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
160.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
140.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 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.
ATP5MF 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
426.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
1264.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
884.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
852.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
711.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
699.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
681.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
655.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
651.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
589.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
581.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
571.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
560.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
557.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
539.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
533.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
532.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
529.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
522.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
521.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
505.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
500.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
496.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
492.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
490.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
486.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
483.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
476.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
475.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
474.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
474.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
473.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
472.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
469.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
464.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
461.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
457.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
446.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
435.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
434.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
431.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
417.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
416.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
413.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
412.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
411.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
410.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
408.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
403.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
402.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
398.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
398.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
397.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
397.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
394.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
389.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
388.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
386.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
383.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
382.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
381.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
380.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
380.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
368.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
366.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
365.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
354.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
354.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
353.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
351.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
350.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
348.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
348.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
334.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
332.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
325.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
323.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
321.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
319.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
311.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
306.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
301.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
299.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
297.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
289.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
289.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
286.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
279.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
276.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
273.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
264.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
262.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
261.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
261.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
259.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
257.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
255.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
242.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
239.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
237.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 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.
ATP5MF 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
857.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
14310.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
10023.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
7299.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
7281.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
4970.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
4884.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
3510.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
3493.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
1802.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1756.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
1740.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
1708.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
1708.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1563.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1482.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
1402.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1388.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
1327.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
1256.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
1218.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
1180.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
1178.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
1168.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
1160.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
1159.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
1129.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
1089.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
1087.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
1084.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
1084.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
1083.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
1044.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
1040.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
1036.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
1036.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
1025.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
1015.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
1008.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
979.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
966.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
963.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
953.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
947.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
942.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
940.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
940.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
935.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
933.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
933.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
927.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
916.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
909.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
907.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
906.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
895.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
895.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
893.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
884.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
879.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
876.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
876.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
873.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
869.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
867.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
854.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
853.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
846.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
844.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
843.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
840.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
840.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
836.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
836.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
829.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
828.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
828.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
818.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
817.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
812.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
803.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
799.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
796.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
784.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
779.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
779.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
776.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
775.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
772.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
771.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
769.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
766.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
759.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
757.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
754.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
752.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
746.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
737.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
734.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
733.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
732.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
732.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
727.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
726.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
726.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
719.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
716.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
715.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
714.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
710.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
704.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
704.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
702.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
701.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
700.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
699.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
698.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
697.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
695.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
695.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
694.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
693.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
692.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
691.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
691.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
690.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
688.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
686.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
682.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
675.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
675.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
674.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
673.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
670.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
667.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
666.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
660.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
656.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
653.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
651.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
646.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
643.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
640.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
639.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
638.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
638.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
637.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
636.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
635.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
632.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
632.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
631.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
628.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
628.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
625.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
622.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
622.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
621.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
619.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
614.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
610.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
604.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
603.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
603.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
602.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
601.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
600.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
595.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
591.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
589.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
589.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
587.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
586.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
586.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
585.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
580.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
579.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
574.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
573.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
571.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
570.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
569.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
564.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
560.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
559.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
558.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
556.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
554.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
552.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
551.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
548.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
542.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
541.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
539.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
532.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
530.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
527.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
527.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
525.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
524.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
521.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
518.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
515.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
514.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
511.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
511.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
509.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
509.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
509.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
508.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
508.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
500.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
500.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
497.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
496.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
491.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
491.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
489.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
488.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
484.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
481.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
480.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
479.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
475.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
473.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
472.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
469.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
468.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
462.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
460.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
456.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
452.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
447.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
446.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
445.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
435.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
434.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
433.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
430.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
427.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
426.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
425.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
425.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
419.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
417.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
412.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
411.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
399.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
398.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
398.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
392.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
392.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
388.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
386.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
378.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
374.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
362.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
358.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
358.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
354.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
349.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
349.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
344.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
335.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
326.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
313.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
310.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
305.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
299.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
291.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
286.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
282.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
278.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
276.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
269.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
256.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
233.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
231.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
231.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
226.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
181.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
128.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
125.6
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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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.
The Human Protein Atlas project is funded
