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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.
COX6B1 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
847.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
1461.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1456.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1406.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1395.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1293.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1253.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1182.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
1085.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
1069.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
1065.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
1051.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
1040.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1017.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1006.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
973.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
970.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
952.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
951.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
936.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
936.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
929.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
927.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
922.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
912.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
908.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
895.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
889.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
882.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
876.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
867.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
863.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
861.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
855.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
853.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
850.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
847.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
842.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
837.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
833.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
824.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
822.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
816.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
809.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
757.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
745.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
694.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
676.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
632.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
625.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
619.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
608.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
607.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
585.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
580.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
575.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
530.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
513.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
505.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
502.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
500.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
439.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
371.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
366.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 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.
COX6B1 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
473.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
2158.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1914.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
1483.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1307.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
1242.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
1201.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
1165.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
1140.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
1080.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
943.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
898.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
866.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
821.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
819.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
813.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
812.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
772.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
765.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
761.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
755.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
750.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
749.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
749.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
734.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
734.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
729.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
710.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
705.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
699.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
699.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
697.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
692.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
688.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
685.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
685.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
684.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
678.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
678.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
677.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
672.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
671.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
671.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
671.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
668.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
666.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
661.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
661.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
660.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
658.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
656.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
654.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
653.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
649.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
646.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
645.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
645.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
644.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
640.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
632.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
632.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
630.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
627.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
627.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
625.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
623.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
614.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
614.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
613.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
610.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
610.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
608.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
603.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
600.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
598.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
597.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
597.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
597.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
596.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
595.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
594.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
594.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
592.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
591.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
587.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
584.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
583.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
581.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
581.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
579.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
577.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
576.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
574.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
574.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
571.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
569.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
569.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
567.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
566.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
564.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
561.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
561.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
560.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
560.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
560.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
559.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
558.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
557.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
557.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
556.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
553.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
553.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
553.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
551.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
549.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
548.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
547.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
547.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
546.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
544.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
543.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
541.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
540.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
540.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
540.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
538.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
538.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
535.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
535.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
535.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
535.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
534.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
534.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
533.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
533.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
532.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
532.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
531.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
530.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
529.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
529.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
528.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
528.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
527.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
527.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
524.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
524.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
523.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
522.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
521.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
521.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
521.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
520.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
519.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
519.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
519.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
518.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
517.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
516.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
514.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
512.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
509.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
507.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
507.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
506.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
506.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
505.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
504.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
504.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
502.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
502.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
501.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
501.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
501.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
501.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
501.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
500.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
500.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
499.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
498.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
498.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
495.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
494.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
492.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
491.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
491.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
491.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
490.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
490.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
489.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
489.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
489.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
489.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
489.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
488.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
487.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
485.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
485.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
484.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
484.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
484.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
481.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
479.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
479.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
478.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
474.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
473.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
471.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
470.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
470.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
469.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
469.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
468.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
468.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
467.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
466.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
466.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
466.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
464.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
464.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
462.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
462.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
462.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
460.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
460.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
460.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
459.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
459.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
454.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
454.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
454.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
454.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
453.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
451.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
451.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
449.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
449.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
449.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
448.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
448.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
448.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
447.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
447.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
447.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
447.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
446.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
445.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
445.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
445.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
445.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
445.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
444.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
444.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
444.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
443.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
442.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
441.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
441.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
441.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
440.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
439.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
439.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
438.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
437.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
437.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
436.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
435.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
435.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
435.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
435.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
434.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
434.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
433.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
432.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
432.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
432.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
430.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
429.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
428.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
428.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
428.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
427.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
427.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
426.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
425.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
424.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
424.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
424.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
423.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
422.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
422.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
422.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
421.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
420.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
420.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
420.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
419.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
419.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
417.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
416.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
416.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
416.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
416.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
415.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
413.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
413.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
413.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
413.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
413.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
413.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
412.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
411.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
411.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
411.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
409.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
409.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
408.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
408.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
408.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
408.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
408.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
407.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
407.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
407.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
407.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
407.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
406.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
406.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
406.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
405.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
404.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
403.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
403.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
402.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
402.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
401.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
398.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
398.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
398.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
397.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
397.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
397.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
396.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
396.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
395.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
395.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
394.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
394.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
393.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
392.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
391.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
390.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
390.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
390.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
390.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
390.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
389.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
388.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
388.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
387.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
387.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
386.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
386.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
385.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
385.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
385.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
384.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
383.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
383.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
383.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
382.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
381.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
381.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
379.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
379.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
379.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
377.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
376.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
376.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
376.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
376.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
376.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
375.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
375.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
374.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
373.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
373.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
373.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
372.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
372.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
372.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
371.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
371.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
371.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
371.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
370.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
370.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
370.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
369.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
368.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
368.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
368.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
368.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
368.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
367.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
367.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
366.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
366.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
366.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
366.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
365.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
365.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
365.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
365.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
364.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
362.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
360.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
358.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
358.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
357.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
356.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
355.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
355.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
354.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
354.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
353.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
353.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
352.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
352.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
352.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
351.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
351.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
350.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
350.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
349.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
347.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
347.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
345.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
344.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
341.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
341.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
341.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
340.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
339.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
339.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
338.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
338.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
337.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
336.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
335.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
334.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
332.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
330.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
328.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
328.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
327.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
325.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
323.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
323.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
323.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
323.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
323.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
323.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
322.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
322.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
320.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
319.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
317.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
317.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
315.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
314.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
313.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
311.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
311.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
310.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
310.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
309.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
307.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
306.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
304.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
303.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
301.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
300.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
300.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
299.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
299.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
298.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
298.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
298.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
297.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
297.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
297.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
296.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
294.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
294.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
293.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
292.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
292.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
291.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
288.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
285.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
285.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
284.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
281.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
281.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
280.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
280.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
278.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
277.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
277.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
275.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
275.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
273.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
262.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
246.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
246.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
235.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
209.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
203.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
193.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
121.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
COX6B1 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
317.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
1228.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
567.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
533.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
531.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
498.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
479.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
476.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
417.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
405.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
404.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
395.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
392.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
386.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
384.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
379.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
379.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
370.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
366.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
366.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
365.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
360.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
351.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
350.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
349.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
348.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
347.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
340.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
339.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
335.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
332.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
328.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
323.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
323.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
317.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
316.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
314.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
313.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
313.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
313.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
311.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
311.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
309.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
309.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
309.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
306.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
306.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
304.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
302.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
299.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
292.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
292.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
291.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
288.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
287.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
284.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
284.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
284.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
281.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
281.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
280.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
280.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
277.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
275.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
275.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
267.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
267.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
266.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
266.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
264.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
263.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
260.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
258.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
258.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
257.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
257.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
255.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
255.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
251.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
249.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
249.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
247.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
247.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
243.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
241.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
241.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
240.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
239.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
239.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
237.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
233.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
232.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
231.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
230.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
229.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
227.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
213.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
212.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
202.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
199.4
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.
COX6B1 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
656.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
6965.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
1732.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1554.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
1358.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1353.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1339.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
1254.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
1253.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
1252.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
1215.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1214.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1188.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
1151.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
1133.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
1119.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
1111.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
1105.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
1070.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
1037.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1036.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
1027.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
1026.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
1013.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
982.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
978.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
968.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
958.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
955.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
954.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
952.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
924.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
921.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
915.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
910.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
904.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
898.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
887.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
883.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
872.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
870.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
866.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
855.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
848.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
839.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
829.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
828.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
827.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
826.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
824.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
823.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
823.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
817.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
814.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
812.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
811.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
806.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
804.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
803.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
803.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
802.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
793.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
785.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
773.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
772.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
769.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
763.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
762.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
761.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
760.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
757.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
754.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
754.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
753.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
748.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
745.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
735.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
732.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
729.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
722.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
718.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
714.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
711.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
711.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
710.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
709.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
708.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
707.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
698.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
695.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
695.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
695.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
693.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
690.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
689.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
686.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
684.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
680.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
680.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
675.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
665.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
663.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
662.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
661.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
660.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
654.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
654.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
653.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
651.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
648.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
647.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
647.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
645.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
641.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
639.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
634.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
634.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
633.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
631.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
629.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
628.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
626.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
623.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
623.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
623.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
621.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
618.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
618.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
616.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
614.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
614.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
613.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
610.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
609.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
604.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
602.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
598.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
598.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
597.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
592.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
589.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
584.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
584.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
584.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
584.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
577.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
576.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
575.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
572.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
571.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
570.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
569.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
568.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
568.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
567.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
567.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
566.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
566.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
564.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
561.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
558.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
557.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
557.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
556.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
544.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
542.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
540.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
539.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
539.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
538.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
537.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
537.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
535.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
535.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
534.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
532.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
531.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
529.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
528.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
527.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
524.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
523.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
523.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
522.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
521.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
520.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
520.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
517.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
516.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
515.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
514.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
514.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
514.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
514.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
513.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
513.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
511.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
505.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
503.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
503.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
501.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
501.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
497.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
496.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
496.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
494.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
492.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
491.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
490.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
489.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
484.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
481.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
481.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
480.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
480.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
478.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
478.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
477.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
477.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
473.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
473.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
470.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
470.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
467.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
465.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
464.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
458.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
457.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
457.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
450.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
447.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
446.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
443.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
442.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
437.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
429.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
427.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
425.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
421.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
421.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
419.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
410.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
409.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
407.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
407.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
405.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
405.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
403.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
401.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
399.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
397.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
396.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
394.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
387.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
386.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
378.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
378.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
377.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
376.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
371.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
367.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
366.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
357.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
348.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
345.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
339.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
339.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
337.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
333.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
328.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
327.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
307.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
306.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
304.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
302.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
290.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
275.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
267.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
218.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
206.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
132.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
124.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
103.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0025610001
Normal
1.0
CPT0002270011
Tumor
0.9
CPT0012770003
Normal
0.9
CPT0069010001
Normal
0.9
CPT0009080003
Normal
0.9
CPT0065450001
Normal
0.8
CPT0001230001
Normal
0.8
CPT0081620001
Normal
0.8
CPT0076350001
Normal
0.8
CPT0012640003
Normal
0.8
CPT0079000001
Normal
0.8
CPT0088640003
Normal
0.8
CPT0009020003
Normal
0.8
CPT0077140001
Normal
0.8
CPT0079300001
Normal
0.8
CPT0002370001
Normal
0.8
CPT0078530001
Normal
0.7
CPT0000790001
Normal
0.7
CPT0012570003
Normal
0.7
CPT0010170001
Normal
0.7
CPT0064400001
Normal
0.7
CPT0089480003
Normal
0.7
CPT0025920001
Normal
0.7
CPT0077500001
Normal
0.7
CPT0006950001
Normal
0.7
CPT0012090003
Normal
0.7
CPT0088780001
Normal
0.7
CPT0092800003
Normal
0.7
CPT0092310003
Normal
0.6
CPT0001350001
Normal
0.6
CPT0014350001
Normal
0.6
CPT0088500001
Normal
0.6
CPT0079430001
Normal
0.6
CPT0007870001
Normal
0.6
CPT0020130001
Normal
0.6
CPT0078670001
Normal
0.6
CPT0086370003
Normal
0.6
CPT0020020001
Normal
0.6
CPT0024680001
Normal
0.6
CPT0092740003
Normal
0.6
CPT0086890003
Normal
0.6
CPT0066430001
Normal
0.6
CPT0087050003
Normal
0.6
CPT0001550001
Normal
0.6
CPT0078840001
Normal
0.6
CPT0025060001
Normal
0.6
CPT0063330001
Normal
0.6
CPT0006730001
Normal
0.6
CPT0023360001
Normal
0.6
CPT0019160001
Normal
0.5
CPT0007470001
Normal
0.5
CPT0023710001
Normal
0.5
CPT0001510001
Normal
0.5
CPT0078940001
Normal
0.5
CPT0082010001
Normal
0.5
CPT0079510001
Normal
0.5
CPT0018250001
Normal
0.5
CPT0088710001
Normal
0.5
CPT0089040001
Normal
0.5
CPT0088920001
Normal
0.5
CPT0086970003
Normal
0.5
CPT0069190001
Normal
0.5
CPT0026420001
Normal
0.5
CPT0066520001
Normal
0.5
CPT0017450001
Normal
0.4
CPT0012290003
Normal
0.4
CPT0014130001
Normal
0.4
CPT0086830003
Normal
0.4
CPT0012920003
Normal
0.4
CPT0013790003
Normal
0.3
CPT0078660003
Tumor
0.3
CPT0000890001
Normal
0.3
CPT0063640001
Normal
0.3
CPT0014470001
Normal
0.3
CPT0001190001
Normal
0.2
CPT0079180003
Tumor
0.2
CPT0065820001
Normal
0.2
CPT0075570001
Normal
0.2
CPT0006530001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0010120001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0088970003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0009060003
Tumor
-0.3
CPT0077320001
Normal
-0.3
CPT0092190003
Normal
-0.3
CPT0001270001
Normal
-0.3
CPT0084590001
Normal
-0.3
CPT0001500009
Tumor
-0.4
CPT0024670003
Tumor
-0.4
CPT0014450004
Tumor
-0.4
CPT0088550004
Tumor
-0.5
CPT0007320003
Tumor
-0.5
CPT0077310003
Tumor
-0.5
CPT0086870003
Tumor
-0.7
CPT0020120003
Tumor
-0.7
CPT0012900004
Tumor
-0.7
CPT0019990003
Tumor
-0.7
CPT0087040003
Tumor
-0.7
CPT0017410003
Tumor
-0.7
CPT0007860003
Tumor
-0.7
CPT0064370003
Tumor
-0.7
CPT0078800003
Tumor
-0.8
CPT0011240003
Tumor
-0.8
CPT0079410003
Tumor
-0.8
CPT0025880003
Tumor
-0.8
CPT0075720003
Tumor
-0.8
CPT0017850003
Tumor
-0.8
CPT0069000003
Tumor
-0.8
CPT0075560003
Tumor
-0.8
CPT0063320003
Tumor
-0.8
CPT0088630003
Tumor
-0.8
CPT0076330003
Tumor
-0.8
CPT0001260009
Tumor
-0.8
CPT0015910003
Tumor
-0.8
CPT0011410003
Tumor
-0.8
CPT0089460004
Tumor
-0.9
CPT0023350003
Tumor
-0.9
CPT0026410003
Tumor
-0.9
CPT0084560003
Tumor
-0.9
CPT0077490003
Tumor
-0.9
CPT0092160003
Tumor
-0.9
CPT0065430003
Tumor
-0.9
CPT0000780007
Tumor
-0.9
CPT0012280003
Tumor
-0.9
CPT0014370004
Tumor
-0.9
CPT0092290003
Tumor
-0.9
CPT0081990003
Tumor
-0.9
CPT0023690003
Tumor
-0.9
CPT0078930003
Tumor
-1.0
CPT0063630003
Tumor
-1.0
CPT0012670003
Tumor
-1.0
CPT0086950003
Tumor
-1.0
CPT0088900003
Tumor
-1.0
CPT0071150004
Tumor
-1.0
CPT0010110003
Tumor
-1.0
CPT0009000003
Tumor
-1.0
CPT0066480003
Tumor
-1.0
CPT0012180003
Tumor
-1.0
CPT0012550003
Tumor
-1.0
CPT0001540009
Tumor
-1.0
CPT0075130003
Tumor
-1.0
CPT0019130003
Tumor
-1.0
CPT0078830003
Tumor
-1.0
CPT0006440003
Tumor
-1.0
CPT0025050003
Tumor
-1.0
CPT0086360003
Tumor
-1.1
CPT0012370003
Tumor
-1.1
CPT0078510003
Tumor
-1.1
CPT0000870016
Tumor
-1.1
CPT0081600003
Tumor
-1.1
CPT0088690003
Tumor
-1.1
CPT0065870003
Tumor
-1.1
CPT0077110003
Tumor
-1.1
CPT0001220008
Tumor
-1.1
CPT0006900003
Tumor
-1.1
CPT0092790003
Tumor
-1.1
CPT0000640003
Tumor
-1.1
CPT0079480003
Tumor
-1.1
CPT0002350011
Tumor
-1.1
CPT0006630003
Tumor
-1.1
CPT0069160003
Tumor
-1.2
CPT0010160003
Tumor
-1.2
CPT0066470004
Tumor
-1.2
CPT0088760003
Tumor
-1.2
CPT0012080003
Tumor
-1.2
CPT0089020003
Tumor
-1.2
CPT0092730003
Tumor
-1.2
CPT0078990003
Tumor
-1.2
CPT0088480003
Tumor
-1.2
CPT0025580004
Tumor
-1.2
CPT0021240003
Tumor
-1.3
CPT0085670003
Tumor
-1.3
CPT0014160003
Tumor
-1.3
CPT0015730003
Tumor
-1.3
CPT0079270003
Tumor
-1.3
CPT0086820003
Tumor
-1.4
CPT0065930003
Tumor
-1.4
CPT0001340003
Tumor
-1.4
CPT0025170003
Tumor
-1.4
CPT0079230003
Tumor
-1.5
CPT0001180009
Tumor
-1.5
CPT0065810003
Tumor
-1.5
CPT0065750003
Tumor
-1.5
CPT0015810003
Tumor
-1.6
CPT0025110003
Tumor
-1.6
CPT0079380003
Tumor
-1.7
CPT0025350003
Tumor
-1.7
CPT0025230003
Tumor
-1.9
CPT0065690003
Tumor
-1.9
CPT0086030003
Tumor
-2.1
CPT0025290003
Tumor
-2.2
CPT0081880003
Tumor
-2.4
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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.