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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.
ATP5F1A is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
802.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
1997.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1378.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
1374.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
1336.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
1313.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1269.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1257.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
1245.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1229.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1208.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
1166.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1158.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1104.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
1077.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
1046.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
1044.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
1040.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
1020.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
957.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
950.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
942.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
936.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
934.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
906.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
905.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
903.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
900.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
892.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
888.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
818.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
817.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
812.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
796.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
774.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
769.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
767.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
747.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
722.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
699.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
687.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
687.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
663.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
624.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
616.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
594.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
592.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
589.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
535.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
513.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
500.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
482.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
477.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
477.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
443.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
425.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
399.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
345.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
315.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
289.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
286.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
218.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
210.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
205.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 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.
ATP5F1A is potential prognostic, high expression is favorable 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
265.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
1269.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1242.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
1176.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
1141.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
1135.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
1101.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
1004.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
912.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
860.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
858.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
837.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
794.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
770.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
761.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
734.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
708.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
669.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
664.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
652.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
592.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
566.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
543.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
529.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
511.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
510.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
491.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
481.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
478.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
461.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
458.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
448.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
447.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
444.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
437.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
432.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
431.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
426.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
423.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
421.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
419.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
418.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
417.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
415.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
413.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
412.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
410.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
409.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
407.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
405.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
403.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
400.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
399.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
398.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
396.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
395.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
394.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
393.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
389.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
387.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
386.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
386.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
381.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
379.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
378.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
377.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
377.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
372.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
372.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
371.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
371.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
369.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
368.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
367.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
364.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
361.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
361.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
360.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
358.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
356.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
354.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
352.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
352.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
350.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
349.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
347.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
343.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
343.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
341.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
340.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
340.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
340.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
337.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
337.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
336.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
334.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
333.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
330.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
328.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
327.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
327.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
326.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
326.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
326.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
325.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
325.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
324.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
323.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
321.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
321.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
320.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
320.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
319.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
318.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
318.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
317.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
315.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
314.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
314.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
314.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
313.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
313.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
311.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
311.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
310.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
309.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
309.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
308.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
308.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
307.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
307.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
307.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
306.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
305.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
304.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
304.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
304.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
304.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
303.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
303.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
303.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
303.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
302.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
301.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
301.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
301.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
300.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
300.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
300.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
298.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
298.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
298.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
297.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
297.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
297.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
297.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
296.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
294.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
294.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
293.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
293.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
292.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
292.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
292.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
291.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
291.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
288.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
288.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
288.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
287.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
287.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
286.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
286.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
286.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
285.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
284.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
283.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
281.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
280.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
280.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
278.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
277.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
277.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
276.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
276.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
275.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
275.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
273.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
273.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
272.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
271.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
270.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
270.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
270.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
270.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
269.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
268.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
267.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
267.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
266.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
265.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
265.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
265.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
264.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
264.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
264.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
264.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
263.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
263.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
262.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
262.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
262.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
261.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
260.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
260.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
260.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
260.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
260.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
259.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
259.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
259.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
258.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
258.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
258.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
257.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
256.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
255.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
255.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
255.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
254.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
254.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
254.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
254.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
254.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
253.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
253.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
253.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
253.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
251.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
251.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
251.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
250.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
250.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
250.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
249.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
248.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
247.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
247.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
245.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
245.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
244.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
244.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
244.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
244.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
244.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
243.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
243.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
243.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
242.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
242.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
242.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
241.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
240.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
240.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
239.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
238.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
238.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
238.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
238.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
236.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
236.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
235.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
234.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
234.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
234.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
234.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
234.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
232.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
232.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
232.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
231.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
231.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
230.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
230.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
230.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
230.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
229.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
229.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
229.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
229.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
228.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
228.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
228.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
228.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
226.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
225.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
225.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
224.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
224.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
224.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
222.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
221.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
221.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
221.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
221.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
221.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
220.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
219.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
219.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
217.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
217.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
217.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
215.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
214.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
213.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
213.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
213.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
212.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
211.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
210.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
209.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
209.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
208.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
208.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
207.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
207.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
206.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
206.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
204.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
204.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
204.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
203.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
203.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
203.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
202.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
202.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
201.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
201.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
201.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
201.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
200.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
200.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
200.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
199.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
199.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
198.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
198.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
198.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
197.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
197.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
195.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
194.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
194.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
193.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
193.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
193.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
192.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
192.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
191.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
190.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
190.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
189.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
189.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
188.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
188.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
188.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
187.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
187.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
187.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
187.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
185.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
185.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
184.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
184.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
183.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
183.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
182.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
181.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
181.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
181.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
180.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
178.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
178.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
178.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
178.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
177.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
177.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
177.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
177.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
176.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
175.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
174.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
173.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
173.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
172.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
172.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
171.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
170.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
170.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
170.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
169.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
169.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
169.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
168.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
168.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
168.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
165.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
164.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
164.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
163.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
163.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
162.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
162.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
162.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
162.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
161.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
160.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
158.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
156.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
156.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
155.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
154.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
154.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
153.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
153.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
153.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
152.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
152.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
150.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
150.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
149.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
148.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
148.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
148.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
147.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
147.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
146.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
146.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
146.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
145.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
145.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
144.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
144.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
144.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
143.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
143.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
142.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
140.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
140.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
140.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
140.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
139.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
138.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
138.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
138.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
137.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
137.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
137.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
135.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
135.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
134.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
134.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
133.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
133.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
131.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
131.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
130.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
130.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
129.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
126.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
126.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
126.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
126.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
126.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
125.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
124.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
122.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
122.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
122.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
120.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
120.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
118.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
117.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
116.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
115.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
114.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
114.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
113.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
109.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
108.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
108.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
106.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
105.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
104.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
104.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
103.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
102.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
100.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
98.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
98.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
97.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
97.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
95.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
94.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
93.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
88.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
86.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
84.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
79.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
78.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
78.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
77.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
76.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
74.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
71.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
67.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
58.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
56.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
53.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
48.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
46.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 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.
ATP5F1A 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
235.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
520.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
447.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
432.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
380.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
371.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
367.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
367.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
350.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
342.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
340.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
334.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
321.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
320.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
315.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
311.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
309.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
307.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
305.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
305.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
301.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
298.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
296.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
295.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
289.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
289.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
286.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
282.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
280.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
273.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
271.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
270.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
266.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
264.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
264.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
261.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
257.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
255.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
253.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
252.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
251.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
251.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
249.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
249.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
244.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
244.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
243.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
238.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
237.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
235.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
228.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
228.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
227.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
226.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
226.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
224.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
221.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
218.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
216.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
215.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
212.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
212.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
207.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
206.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
204.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
199.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
196.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
195.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
193.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
191.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
188.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
187.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
184.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
184.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
184.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
183.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
181.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
178.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
168.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
165.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
163.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
162.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
162.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
161.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
161.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
158.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
154.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
149.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
148.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
146.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
145.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
140.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
140.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
131.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
129.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
119.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
112.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
93.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
68.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
67.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ATP5F1A is potential prognostic, high expression is favorable in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
363.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
1059.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
1011.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
982.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
903.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
877.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
845.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
844.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
810.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
796.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
776.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
775.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
766.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
732.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
714.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
697.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
665.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
665.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
657.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
657.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
651.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
645.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
644.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
643.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
630.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
625.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
625.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
614.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
614.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
606.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
601.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
599.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
587.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
585.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
581.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
574.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
572.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
567.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
566.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
562.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
561.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
561.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
561.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
553.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
551.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
545.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
544.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
539.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
538.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
536.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
530.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
526.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
520.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
520.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
519.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
519.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
519.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
518.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
510.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
510.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
504.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
503.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
497.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
491.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
489.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
488.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
487.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
485.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
484.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
482.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
478.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
477.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
475.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
474.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
473.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
469.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
468.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
466.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
458.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
457.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
456.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
452.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
450.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
449.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
445.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
445.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
444.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
443.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
435.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
432.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
423.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
423.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
421.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
420.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
420.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
419.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
417.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
416.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
415.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
415.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
411.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
411.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
407.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
407.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
406.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
405.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
401.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
399.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
399.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
398.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
396.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
394.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
389.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
389.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
388.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
388.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
387.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
385.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
383.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
383.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
381.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
378.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
377.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
376.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
373.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
372.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
371.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
370.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
369.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
365.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
363.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
363.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
362.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
362.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
362.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
361.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
360.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
359.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
357.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
352.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
352.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
351.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
351.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
347.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
347.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
345.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
340.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
339.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
339.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
329.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
329.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
327.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
324.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
320.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
319.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
315.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
313.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
309.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
308.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
308.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
307.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
307.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
306.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
302.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
302.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
301.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
301.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
299.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
294.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
293.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
292.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
288.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
288.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
287.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
287.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
286.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
286.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
285.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
278.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
276.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
271.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
270.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
270.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
270.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
269.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
269.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
269.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
266.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
266.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
256.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
255.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
252.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
252.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
250.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
250.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
249.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
249.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
247.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
242.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
241.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
241.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
237.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
235.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
234.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
234.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
229.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
227.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
226.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
226.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
226.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
226.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
224.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
224.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
224.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
222.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
221.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
220.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
215.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
211.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
207.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
207.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
206.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
206.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
203.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
198.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
195.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
190.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
190.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
189.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
189.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
185.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
185.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
183.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
181.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
178.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
177.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
176.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
175.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
174.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
173.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
171.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
171.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
170.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
166.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
166.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
163.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
162.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
160.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
159.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
156.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
155.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
153.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
146.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
145.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
141.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
141.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
140.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
140.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
139.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
134.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
128.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
127.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
123.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
122.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
110.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
109.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
108.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
107.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
103.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
102.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
100.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
100.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
98.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
87.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
85.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
76.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
65.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
61.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
55.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
52.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
44.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
43.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
19.3
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0002270011
Tumor
1.3
CPT0012770003
Normal
0.7
CPT0001500009
Tumor
0.7
CPT0009080003
Normal
0.6
CPT0078660003
Tumor
0.6
CPT0065450001
Normal
0.6
CPT0069010001
Normal
0.6
CPT0079000001
Normal
0.6
CPT0066430001
Normal
0.6
CPT0006950001
Normal
0.5
CPT0077500001
Normal
0.5
CPT0023710001
Normal
0.5
CPT0092740003
Normal
0.5
CPT0000790001
Normal
0.5
CPT0089480003
Normal
0.5
CPT0088780001
Normal
0.5
CPT0025610001
Normal
0.5
CPT0012570003
Normal
0.5
CPT0012090003
Normal
0.5
CPT0010170001
Normal
0.5
CPT0064400001
Normal
0.5
CPT0020130001
Normal
0.5
CPT0014350001
Normal
0.5
CPT0081620001
Normal
0.5
CPT0092310003
Normal
0.5
CPT0076350001
Normal
0.5
CPT0078670001
Normal
0.5
CPT0079430001
Normal
0.5
CPT0077140001
Normal
0.5
CPT0026420001
Normal
0.5
CPT0025920001
Normal
0.5
CPT0092800003
Normal
0.5
CPT0078840001
Normal
0.4
CPT0020020001
Normal
0.4
CPT0001350001
Normal
0.4
CPT0088920001
Normal
0.4
CPT0025060001
Normal
0.4
CPT0088640003
Normal
0.4
CPT0087050003
Normal
0.4
CPT0007870001
Normal
0.4
CPT0088500001
Normal
0.4
CPT0078530001
Normal
0.4
CPT0007470001
Normal
0.4
CPT0001230001
Normal
0.4
CPT0024680001
Normal
0.4
CPT0082010001
Normal
0.4
CPT0009020003
Normal
0.4
CPT0089040001
Normal
0.4
CPT0023360001
Normal
0.4
CPT0086890003
Normal
0.4
CPT0088710001
Normal
0.4
CPT0063330001
Normal
0.4
CPT0001550001
Normal
0.3
CPT0014470001
Normal
0.3
CPT0078940001
Normal
0.3
CPT0006730001
Normal
0.3
CPT0086370003
Normal
0.3
CPT0019160001
Normal
0.3
CPT0017450001
Normal
0.3
CPT0018250001
Normal
0.3
CPT0013790003
Normal
0.3
CPT0086970003
Normal
0.3
CPT0002370001
Normal
0.3
CPT0012290003
Normal
0.3
CPT0079180003
Tumor
0.3
CPT0001510001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0000890001
Normal
0.2
CPT0066520001
Normal
0.2
CPT0063640001
Normal
0.2
CPT0006530001
Normal
0.2
CPT0014130001
Normal
0.2
CPT0069190001
Normal
0.2
CPT0012640003
Normal
0.2
CPT0088570001
Normal
0.1
CPT0079300001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0001190001
Normal
0.1
CPT0092290003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0065820001
Normal
0.0
CPT0009060003
Tumor
0.0
CPT0012900004
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0079510001
Normal
0.0
CPT0089460004
Tumor
-0.1
CPT0069000003
Tumor
-0.1
CPT0015730003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0012670003
Tumor
-0.2
CPT0079410003
Tumor
-0.2
CPT0088970003
Tumor
-0.2
CPT0075170001
Normal
-0.2
CPT0078510003
Tumor
-0.2
CPT0012180003
Tumor
-0.2
CPT0023350003
Tumor
-0.3
CPT0078800003
Tumor
-0.3
CPT0087040003
Tumor
-0.3
CPT0075560003
Tumor
-0.3
CPT0086870003
Tumor
-0.3
CPT0024670003
Tumor
-0.3
CPT0026410003
Tumor
-0.3
CPT0088690003
Tumor
-0.3
CPT0010120001
Normal
-0.3
CPT0077310003
Tumor
-0.3
CPT0006440003
Tumor
-0.3
CPT0025050003
Tumor
-0.4
CPT0025880003
Tumor
-0.4
CPT0007860003
Tumor
-0.4
CPT0009000003
Tumor
-0.4
CPT0014160003
Tumor
-0.4
CPT0019990003
Tumor
-0.4
CPT0001270001
Normal
-0.4
CPT0076330003
Tumor
-0.4
CPT0088900003
Tumor
-0.4
CPT0025170003
Tumor
-0.4
CPT0086360003
Tumor
-0.4
CPT0078830003
Tumor
-0.4
CPT0065810003
Tumor
-0.4
CPT0000780007
Tumor
-0.4
CPT0014450004
Tumor
-0.4
CPT0020120003
Tumor
-0.5
CPT0092160003
Tumor
-0.5
CPT0014370004
Tumor
-0.5
CPT0077320001
Normal
-0.5
CPT0092790003
Tumor
-0.5
CPT0066470004
Tumor
-0.5
CPT0092190003
Normal
-0.5
CPT0084590001
Normal
-0.5
CPT0063320003
Tumor
-0.5
CPT0063630003
Tumor
-0.5
CPT0079480003
Tumor
-0.5
CPT0015810003
Tumor
-0.5
CPT0010160003
Tumor
-0.5
CPT0007320003
Tumor
-0.5
CPT0078930003
Tumor
-0.6
CPT0089020003
Tumor
-0.6
CPT0012550003
Tumor
-0.6
CPT0023690003
Tumor
-0.6
CPT0025110003
Tumor
-0.6
CPT0011240003
Tumor
-0.6
CPT0000870016
Tumor
-0.6
CPT0012370003
Tumor
-0.6
CPT0069160003
Tumor
-0.6
CPT0066480003
Tumor
-0.6
CPT0088550004
Tumor
-0.6
CPT0077490003
Tumor
-0.6
CPT0088480003
Tumor
-0.6
CPT0001540009
Tumor
-0.6
CPT0021240003
Tumor
-0.6
CPT0006900003
Tumor
-0.6
CPT0006630003
Tumor
-0.6
CPT0088630003
Tumor
-0.6
CPT0001220008
Tumor
-0.6
CPT0075720003
Tumor
-0.6
CPT0075130003
Tumor
-0.7
CPT0002350011
Tumor
-0.7
CPT0000640003
Tumor
-0.7
CPT0010110003
Tumor
-0.7
CPT0015910003
Tumor
-0.7
CPT0085670003
Tumor
-0.7
CPT0012080003
Tumor
-0.7
CPT0086950003
Tumor
-0.7
CPT0079270003
Tumor
-0.7
CPT0001260009
Tumor
-0.7
CPT0071150004
Tumor
-0.7
CPT0065750003
Tumor
-0.7
CPT0081990003
Tumor
-0.7
CPT0081600003
Tumor
-0.8
CPT0065430003
Tumor
-0.8
CPT0012280003
Tumor
-0.8
CPT0025580004
Tumor
-0.8
CPT0092730003
Tumor
-0.8
CPT0084560003
Tumor
-0.8
CPT0065930003
Tumor
-0.8
CPT0017410003
Tumor
-0.8
CPT0077110003
Tumor
-0.8
CPT0025230003
Tumor
-0.8
CPT0088760003
Tumor
-0.8
CPT0017850003
Tumor
-0.8
CPT0086820003
Tumor
-0.8
CPT0086030003
Tumor
-0.8
CPT0011410003
Tumor
-0.9
CPT0025290003
Tumor
-0.9
CPT0019130003
Tumor
-0.9
CPT0078990003
Tumor
-0.9
CPT0065870003
Tumor
-0.9
CPT0079230003
Tumor
-1.0
CPT0001180009
Tumor
-1.0
CPT0065690003
Tumor
-1.0
CPT0079380003
Tumor
-1.0
CPT0081880003
Tumor
-1.0
CPT0025350003
Tumor
-1.0
CPT0001340003
Tumor
-1.1
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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.