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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.
NDUFS5 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
339.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
741.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
593.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
576.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
539.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
528.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
467.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
451.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
446.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
442.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
437.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
429.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
429.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
426.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
405.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
401.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
400.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
390.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
385.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
379.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
372.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
368.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
367.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
363.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
360.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
355.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
354.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
351.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
339.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
336.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
335.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
334.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
322.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
319.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
310.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
308.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
302.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
301.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
299.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
297.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
294.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
279.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
278.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
278.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
274.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
273.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
273.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
272.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
264.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
260.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
252.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
249.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
248.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
248.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
247.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
241.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
241.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
233.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
223.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
220.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
218.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
213.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
208.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
200.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 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.
NDUFS5 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
367.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1455.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
1313.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
961.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
918.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
884.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
785.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
764.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
758.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
747.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
745.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
734.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
732.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
686.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
640.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
637.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
636.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
629.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
626.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
625.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
624.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
617.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
611.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
605.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
602.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
602.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
601.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
592.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
590.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
589.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
588.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
583.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
580.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
580.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
580.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
579.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
573.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
572.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
559.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
557.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
556.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
555.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
549.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
545.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
542.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
538.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
537.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
537.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
536.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
531.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
528.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
528.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
528.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
525.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
524.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
519.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
518.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
517.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
516.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
512.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
511.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
511.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
510.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
509.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
508.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
502.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
499.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
497.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
496.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
496.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
494.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
494.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
492.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
491.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
490.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
489.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
489.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
488.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
487.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
487.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
486.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
484.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
483.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
482.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
481.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
477.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
476.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
476.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
473.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
473.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
472.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
469.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
468.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
468.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
458.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
456.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
456.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
456.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
455.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
454.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
452.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
452.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
451.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
449.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
448.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
447.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
446.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
446.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
446.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
446.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
444.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
444.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
442.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
441.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
441.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
441.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
440.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
440.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
439.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
439.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
438.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
438.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
437.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
437.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
437.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
437.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
437.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
432.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
432.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
431.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
430.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
429.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
429.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
428.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
426.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
426.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
426.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
425.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
425.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
423.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
423.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
423.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
422.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
422.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
421.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
421.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
420.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
420.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
419.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
419.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
419.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
418.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
418.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
418.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
417.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
417.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
417.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
416.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
414.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
414.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
414.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
413.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
413.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
412.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
411.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
408.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
408.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
408.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
407.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
407.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
406.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
404.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
404.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
404.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
403.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
402.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
400.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
400.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
400.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
398.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
397.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
397.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
395.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
395.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
394.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
393.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
392.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
391.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
391.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
391.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
390.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
390.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
390.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
389.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
388.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
387.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
387.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
385.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
384.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
384.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
382.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
382.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
381.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
381.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
380.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
378.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
377.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
376.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
375.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
375.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
374.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
373.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
373.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
372.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
372.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
372.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
372.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
371.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
371.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
371.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
370.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
370.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
369.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
368.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
366.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
366.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
363.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
362.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
362.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
362.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
362.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
359.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
358.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
357.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
357.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
357.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
357.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
356.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
355.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
355.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
355.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
354.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
353.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
352.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
351.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
351.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
351.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
351.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
351.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
350.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
348.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
348.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
348.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
347.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
347.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
346.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
346.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
346.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
346.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
346.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
346.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
345.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
345.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
342.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
340.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
340.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
340.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
339.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
339.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
338.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
338.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
337.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
336.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
336.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
336.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
335.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
335.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
334.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
334.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
334.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
334.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
333.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
333.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
333.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
333.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
333.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
332.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
331.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
331.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
331.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
328.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
328.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
326.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
326.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
325.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
325.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
324.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
323.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
321.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
321.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
321.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
321.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
320.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
320.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
319.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
319.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
318.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
317.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
316.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
316.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
314.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
313.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
313.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
313.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
313.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
312.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
312.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
311.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
310.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
310.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
310.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
309.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
308.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
308.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
308.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
308.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
307.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
307.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
305.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
305.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
304.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
304.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
304.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
303.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
303.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
303.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
303.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
302.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
302.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
302.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
301.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
301.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
300.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
300.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
300.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
300.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
299.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
299.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
299.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
299.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
298.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
298.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
297.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
297.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
297.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
296.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
292.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
292.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
292.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
291.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
290.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
290.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
290.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
290.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
289.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
288.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
288.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
287.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
286.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
286.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
286.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
286.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
286.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
286.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
285.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
285.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
284.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
284.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
284.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
284.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
283.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
283.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
283.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
282.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
281.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
281.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
281.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
280.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
280.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
280.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
280.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
279.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
279.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
278.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
278.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
278.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
278.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
277.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
277.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
277.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
277.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
276.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
276.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
276.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
274.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
274.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
274.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
271.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
271.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
269.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
269.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
269.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
268.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
268.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
268.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
268.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
267.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
267.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
267.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
267.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
265.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
264.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
264.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
263.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
263.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
263.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
263.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
260.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
260.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
260.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
259.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
259.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
258.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
258.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
258.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
257.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
256.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
256.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
255.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
255.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
255.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
254.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
252.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
252.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
252.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
250.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
249.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
249.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
248.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
247.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
246.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
246.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
245.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
245.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
244.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
243.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
242.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
241.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
241.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
240.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
238.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
236.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
236.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
236.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
235.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
234.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
232.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
231.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
227.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
220.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
219.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
218.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
218.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
217.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
217.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
217.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
216.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
215.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
215.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
214.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
214.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
213.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
212.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
208.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
207.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
204.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
204.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
204.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
203.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
203.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
202.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
200.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
198.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
196.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
195.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
194.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
194.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
191.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
191.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
187.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
187.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
185.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
182.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
180.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
180.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
179.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
177.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
176.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
171.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
171.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
164.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
163.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
162.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
161.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
160.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
157.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
151.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
146.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
133.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
123.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
108.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 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.
NDUFS5 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
301.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
554.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
548.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
542.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
496.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
478.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
478.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
465.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
464.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
449.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
446.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
446.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
419.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
416.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
408.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
404.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
392.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
377.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
376.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
375.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
363.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
357.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
351.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
350.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
350.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
348.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
339.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
334.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
330.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
330.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
324.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
324.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
322.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
321.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
321.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
318.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
314.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
313.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
312.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
311.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
305.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
304.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
302.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
300.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
298.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
296.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
294.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
293.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
290.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
289.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
286.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
285.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
283.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
282.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
282.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
281.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
280.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
280.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
279.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
277.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
276.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
274.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
270.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
269.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
268.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
265.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
264.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
261.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
260.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
260.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
257.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
254.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
251.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
241.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
240.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
239.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
235.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
231.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
230.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
230.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
226.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
222.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
222.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
218.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
214.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
214.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
213.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
213.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
212.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
209.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
208.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
199.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
193.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
188.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
188.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
187.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
182.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
176.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
161.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
141.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 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.
NDUFS5 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
477.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1215.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1130.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
1080.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
960.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
960.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
950.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
942.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
918.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
907.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
893.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
880.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
880.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
863.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
855.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
826.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
809.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
809.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
806.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
790.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
786.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
779.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
773.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
770.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
760.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
756.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
746.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
737.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
737.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
721.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
715.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
714.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
703.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
694.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
691.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
689.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
686.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
685.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
678.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
668.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
667.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
666.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
659.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
657.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
654.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
652.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
650.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
648.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
646.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
641.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
641.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
639.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
638.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
636.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
630.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
629.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
628.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
627.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
624.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
622.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
622.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
620.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
609.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
593.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
592.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
590.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
590.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
586.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
584.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
577.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
575.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
574.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
573.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
571.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
571.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
571.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
569.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
564.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
564.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
563.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
561.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
559.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
558.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
555.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
555.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
554.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
551.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
549.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
548.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
547.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
542.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
541.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
537.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
536.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
534.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
534.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
524.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
521.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
519.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
514.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
513.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
511.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
508.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
502.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
501.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
500.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
499.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
498.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
495.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
493.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
488.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
486.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
484.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
483.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
480.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
480.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
479.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
478.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
471.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
470.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
469.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
466.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
465.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
463.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
463.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
463.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
462.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
462.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
459.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
458.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
457.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
457.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
457.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
457.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
455.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
454.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
453.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
453.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
451.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
448.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
448.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
448.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
447.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
444.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
442.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
441.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
441.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
441.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
439.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
439.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
438.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
438.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
436.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
436.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
435.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
434.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
434.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
432.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
431.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
429.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
428.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
428.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
427.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
427.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
427.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
427.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
424.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
424.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
422.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
421.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
419.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
414.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
414.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
413.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
411.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
411.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
408.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
405.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
402.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
399.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
395.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
394.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
392.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
391.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
391.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
390.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
389.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
389.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
388.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
386.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
385.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
385.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
383.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
380.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
380.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
378.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
378.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
377.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
373.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
369.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
365.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
362.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
358.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
356.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
353.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
350.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
349.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
349.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
347.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
346.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
346.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
345.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
344.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
341.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
340.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
340.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
340.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
340.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
338.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
337.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
336.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
332.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
332.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
325.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
323.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
318.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
317.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
317.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
317.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
316.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
313.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
312.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
310.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
307.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
305.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
302.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
301.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
301.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
300.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
297.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
296.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
294.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
293.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
292.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
292.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
283.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
280.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
278.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
275.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
270.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
269.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
268.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
266.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
262.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
262.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
262.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
258.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
256.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
249.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
248.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
248.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
247.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
238.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
235.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
233.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
228.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
222.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
222.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
221.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
220.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
219.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
218.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
216.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
206.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
202.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
200.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
197.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
189.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
183.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
183.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
178.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
175.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
120.3
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0069010001
Normal
1.1
CPT0000790001
Normal
1.1
CPT0065450001
Normal
1.1
CPT0025920001
Normal
1.0
CPT0076350001
Normal
0.9
CPT0007870001
Normal
0.9
CPT0077140001
Normal
0.9
CPT0001550001
Normal
0.9
CPT0012640003
Normal
0.9
CPT0012770003
Normal
0.9
CPT0087050003
Normal
0.9
CPT0079430001
Normal
0.9
CPT0006950001
Normal
0.9
CPT0079000001
Normal
0.9
CPT0002370001
Normal
0.8
CPT0081620001
Normal
0.8
CPT0012570003
Normal
0.8
CPT0025610001
Normal
0.8
CPT0006730001
Normal
0.8
CPT0064400001
Normal
0.8
CPT0092800003
Normal
0.8
CPT0066430001
Normal
0.8
CPT0092740003
Normal
0.8
CPT0007470001
Normal
0.8
CPT0078670001
Normal
0.8
CPT0088780001
Normal
0.8
CPT0001230001
Normal
0.8
CPT0001350001
Normal
0.8
CPT0088640003
Normal
0.8
CPT0082010001
Normal
0.8
CPT0089480003
Normal
0.8
CPT0089040001
Normal
0.8
CPT0078940001
Normal
0.8
CPT0012090003
Normal
0.7
CPT0014350001
Normal
0.7
CPT0010170001
Normal
0.7
CPT0088500001
Normal
0.7
CPT0078530001
Normal
0.7
CPT0020130001
Normal
0.7
CPT0079300001
Normal
0.7
CPT0023360001
Normal
0.7
CPT0077500001
Normal
0.7
CPT0020020001
Normal
0.7
CPT0086890003
Normal
0.7
CPT0088920001
Normal
0.7
CPT0001510001
Normal
0.7
CPT0019160001
Normal
0.7
CPT0009080003
Normal
0.6
CPT0092310003
Normal
0.6
CPT0088710001
Normal
0.6
CPT0025060001
Normal
0.6
CPT0023710001
Normal
0.6
CPT0078840001
Normal
0.6
CPT0009020003
Normal
0.6
CPT0000890001
Normal
0.6
CPT0026420001
Normal
0.6
CPT0017450001
Normal
0.6
CPT0063330001
Normal
0.5
CPT0014130001
Normal
0.5
CPT0086830003
Normal
0.5
CPT0001190001
Normal
0.5
CPT0024680001
Normal
0.5
CPT0079510001
Normal
0.5
CPT0086970003
Normal
0.5
CPT0013790003
Normal
0.5
CPT0086370003
Normal
0.5
CPT0063640001
Normal
0.4
CPT0012920003
Normal
0.4
CPT0006530001
Normal
0.4
CPT0066520001
Normal
0.4
CPT0018250001
Normal
0.4
CPT0000660001
Normal
0.4
CPT0069190001
Normal
0.4
CPT0075570001
Normal
0.4
CPT0012290003
Normal
0.3
CPT0065820001
Normal
0.2
CPT0088570001
Normal
0.2
CPT0088970003
Tumor
0.2
CPT0014470001
Normal
0.1
CPT0010120001
Normal
0.0
CPT0002270011
Tumor
0.0
CPT0075170001
Normal
-0.1
CPT0001270001
Normal
-0.3
CPT0088550004
Tumor
-0.4
CPT0092190003
Normal
-0.5
CPT0084590001
Normal
-0.5
CPT0014160003
Tumor
-0.5
CPT0079180003
Tumor
-0.5
CPT0012900004
Tumor
-0.6
CPT0092290003
Tumor
-0.6
CPT0019990003
Tumor
-0.6
CPT0066470004
Tumor
-0.6
CPT0076330003
Tumor
-0.7
CPT0023690003
Tumor
-0.7
CPT0077320001
Normal
-0.7
CPT0078510003
Tumor
-0.7
CPT0075720003
Tumor
-0.7
CPT0017410003
Tumor
-0.7
CPT0025170003
Tumor
-0.8
CPT0001220008
Tumor
-0.8
CPT0017850003
Tumor
-0.8
CPT0089020003
Tumor
-0.8
CPT0071150004
Tumor
-0.8
CPT0014450004
Tumor
-0.8
CPT0021240003
Tumor
-0.8
CPT0064370003
Tumor
-0.8
CPT0025050003
Tumor
-0.9
CPT0020120003
Tumor
-0.9
CPT0077310003
Tumor
-0.9
CPT0011410003
Tumor
-0.9
CPT0092160003
Tumor
-0.9
CPT0079270003
Tumor
-1.0
CPT0066480003
Tumor
-1.0
CPT0025880003
Tumor
-1.0
CPT0075560003
Tumor
-1.0
CPT0006440003
Tumor
-1.0
CPT0069160003
Tumor
-1.0
CPT0001540009
Tumor
-1.0
CPT0079480003
Tumor
-1.0
CPT0065430003
Tumor
-1.0
CPT0026410003
Tumor
-1.0
CPT0089460004
Tumor
-1.0
CPT0001500009
Tumor
-1.0
CPT0012080003
Tumor
-1.0
CPT0078930003
Tumor
-1.0
CPT0075130003
Tumor
-1.1
CPT0012280003
Tumor
-1.1
CPT0006900003
Tumor
-1.1
CPT0010160003
Tumor
-1.1
CPT0063320003
Tumor
-1.1
CPT0024670003
Tumor
-1.1
CPT0078660003
Tumor
-1.1
CPT0092790003
Tumor
-1.1
CPT0077490003
Tumor
-1.1
CPT0086360003
Tumor
-1.1
CPT0010110003
Tumor
-1.1
CPT0078830003
Tumor
-1.1
CPT0087040003
Tumor
-1.1
CPT0088630003
Tumor
-1.1
CPT0077110003
Tumor
-1.1
CPT0012180003
Tumor
-1.1
CPT0000640003
Tumor
-1.1
CPT0065870003
Tumor
-1.2
CPT0088690003
Tumor
-1.2
CPT0006630003
Tumor
-1.2
CPT0015910003
Tumor
-1.2
CPT0084560003
Tumor
-1.2
CPT0012670003
Tumor
-1.2
CPT0065810003
Tumor
-1.2
CPT0009060003
Tumor
-1.2
CPT0002350011
Tumor
-1.2
CPT0092730003
Tumor
-1.2
CPT0088900003
Tumor
-1.2
CPT0025580004
Tumor
-1.2
CPT0019130003
Tumor
-1.2
CPT0065930003
Tumor
-1.2
CPT0023350003
Tumor
-1.2
CPT0007320003
Tumor
-1.2
CPT0086950003
Tumor
-1.2
CPT0078990003
Tumor
-1.2
CPT0079410003
Tumor
-1.2
CPT0025350003
Tumor
-1.2
CPT0011240003
Tumor
-1.3
CPT0000780007
Tumor
-1.3
CPT0088480003
Tumor
-1.3
CPT0063630003
Tumor
-1.3
CPT0009000003
Tumor
-1.3
CPT0081990003
Tumor
-1.3
CPT0000870016
Tumor
-1.3
CPT0012550003
Tumor
-1.3
CPT0086820003
Tumor
-1.3
CPT0088760003
Tumor
-1.3
CPT0081600003
Tumor
-1.3
CPT0065750003
Tumor
-1.4
CPT0069000003
Tumor
-1.4
CPT0001180009
Tumor
-1.4
CPT0007860003
Tumor
-1.4
CPT0001260009
Tumor
-1.4
CPT0012370003
Tumor
-1.4
CPT0015730003
Tumor
-1.4
CPT0025110003
Tumor
-1.4
CPT0085670003
Tumor
-1.5
CPT0025290003
Tumor
-1.5
CPT0079230003
Tumor
-1.5
CPT0014370004
Tumor
-1.5
CPT0065690003
Tumor
-1.5
CPT0086870003
Tumor
-1.6
CPT0086030003
Tumor
-1.6
CPT0081880003
Tumor
-1.6
CPT0078800003
Tumor
-1.6
CPT0079380003
Tumor
-1.7
CPT0015810003
Tumor
-1.7
CPT0001340003
Tumor
-1.8
CPT0025230003
Tumor
-1.9
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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.