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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.
POMP 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
41.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
87.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
86.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
84.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
78.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
74.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
68.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
68.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
65.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
64.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
64.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
62.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
58.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
56.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
53.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
51.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
51.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
49.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
47.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
47.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
45.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
44.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
42.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
41.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
41.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
41.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
41.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
41.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
40.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
38.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
37.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
37.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
37.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
37.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
35.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
35.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
35.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
33.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
33.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
33.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
33.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
33.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
30.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
30.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
30.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
29.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
29.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
28.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
28.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
28.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
27.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
26.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
26.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
25.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
24.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
24.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
23.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
23.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
22.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
22.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
22.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
22.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
21.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
16.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 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.
POMP 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
69.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
199.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
166.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
154.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
126.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
118.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
116.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
112.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
112.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
112.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
111.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
107.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
107.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
107.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
106.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
106.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
105.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
104.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
103.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
103.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
102.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
102.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
100.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
99.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
99.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
99.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
98.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
98.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
97.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
96.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
96.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
95.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
95.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
94.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
94.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
94.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
93.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
93.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
93.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
93.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
92.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
92.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
92.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
92.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
92.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
92.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
91.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
91.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
91.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
91.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
91.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
91.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
90.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
90.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
90.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
89.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
89.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
89.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
89.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
89.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
88.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
88.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
88.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
88.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
88.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
88.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
87.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
87.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
87.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
86.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
86.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
86.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
86.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
86.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
86.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
86.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
86.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
85.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
85.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
85.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
85.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
85.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
85.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
85.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
85.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
85.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
84.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
84.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
84.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
84.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
84.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
84.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
84.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
84.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
84.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
83.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
83.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
83.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
83.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
83.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
83.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
83.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
83.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
82.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
82.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
82.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
82.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
82.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
82.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
82.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
82.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
82.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
82.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
81.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
81.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
81.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
81.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
81.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
81.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
81.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
81.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
80.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
80.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
80.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
80.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
80.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
80.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
80.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
80.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
79.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
79.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
79.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
79.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
79.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
79.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
79.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
79.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
79.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
79.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
79.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
79.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
79.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
79.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
79.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
79.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
78.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
78.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
78.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
78.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
78.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
78.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
78.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
78.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
78.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
78.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
78.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
78.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
78.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
78.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
77.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
77.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
77.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
77.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
77.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
77.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
77.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
76.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
76.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
76.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
76.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
76.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
76.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
76.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
76.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
76.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
76.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
76.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
76.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
75.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
75.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
75.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
75.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
75.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
75.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
75.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
75.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
75.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
75.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
75.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
74.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
74.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
74.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
74.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
74.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
74.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
74.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
74.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
74.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
74.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
74.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
73.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
73.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
73.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
73.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
73.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
73.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
73.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
73.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
73.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
73.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
73.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
73.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
73.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
73.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
73.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
73.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
72.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
72.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
72.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
72.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
72.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
72.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
72.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
72.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
71.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
71.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
71.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
71.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
71.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
71.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
71.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
71.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
71.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
71.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
71.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
71.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
71.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
71.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
71.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
71.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
71.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
71.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
71.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
70.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
70.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
70.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
70.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
70.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
70.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
70.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
70.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
70.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
70.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
70.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
70.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
70.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
70.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
70.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
70.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
69.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
69.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
69.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
69.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
69.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
69.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
69.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
69.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
69.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
69.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
69.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
69.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
69.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
69.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
69.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
69.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
69.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
68.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
68.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
68.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
68.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
68.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
68.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
68.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
68.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
68.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
68.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
67.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
67.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
67.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
67.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
67.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
67.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
67.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
66.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
66.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
66.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
66.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
66.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
66.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
66.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
66.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
66.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
66.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
66.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
66.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
66.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
66.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
66.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
66.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
65.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
65.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
65.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
65.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
65.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
65.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
65.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
65.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
65.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
65.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
65.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
64.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
64.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
64.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
64.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
64.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
64.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
64.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
64.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
63.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
63.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
63.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
63.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
63.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
63.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
63.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
63.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
63.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
63.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
63.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
63.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
63.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
62.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
62.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
62.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
62.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
62.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
62.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
62.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
62.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
62.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
62.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
62.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
62.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
62.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
61.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
61.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
61.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
61.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
61.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
61.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
61.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
61.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
61.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
61.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
61.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
60.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
60.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
60.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
60.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
60.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
60.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
60.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
60.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
60.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
60.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
60.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
60.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
59.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
59.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
59.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
59.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
59.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
59.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
59.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
59.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
59.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
59.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
59.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
58.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
58.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
58.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
58.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
58.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
58.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
58.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
58.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
58.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
58.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
58.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
58.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
58.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
58.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
58.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
58.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
57.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
57.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
57.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
57.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
57.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
56.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
56.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
56.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
56.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
55.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
55.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
55.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
55.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
55.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
55.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
55.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
55.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
55.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
54.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
54.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
54.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
54.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
53.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
53.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
53.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
53.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
53.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
53.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
53.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
53.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
53.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
53.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
52.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
52.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
52.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
52.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
52.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
52.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
52.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
52.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
52.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
51.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
51.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
51.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
51.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
51.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
51.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
51.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
50.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
50.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
50.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
50.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
50.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
50.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
50.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
50.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
50.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
50.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
50.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
49.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
49.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
49.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
49.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
49.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
49.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
48.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
48.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
48.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
48.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
48.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
47.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
47.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
47.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
47.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
46.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
46.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
46.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
46.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
46.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
45.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
45.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
45.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
44.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
44.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
44.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
44.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
43.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
43.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
43.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
42.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
42.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
42.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
41.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
41.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
41.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
41.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
41.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
41.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
41.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
40.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
40.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
39.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
39.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
39.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
39.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
35.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
35.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
35.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
35.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
35.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
34.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
33.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
31.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
28.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
25.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
24.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
23.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 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.
POMP 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
78.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
159.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
120.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
110.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
109.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
109.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
106.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
102.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
101.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
101.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
100.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
99.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
99.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
99.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
98.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
97.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
97.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
97.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
97.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
96.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
94.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
94.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
93.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
92.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
92.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
91.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
91.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
90.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
90.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
89.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
88.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
87.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
86.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
85.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
83.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
83.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
82.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
82.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
82.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
82.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
81.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
81.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
81.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
80.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
80.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
79.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
79.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
79.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
77.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
77.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
77.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
77.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
77.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
77.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
77.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
76.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
74.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
74.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
74.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
74.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
73.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
73.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
73.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
72.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
72.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
72.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
71.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
71.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
70.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
69.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
68.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
68.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
67.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
66.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
65.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
64.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
64.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
64.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
63.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
62.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
61.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
60.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
60.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
60.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
60.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
59.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
59.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
59.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
58.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
57.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
57.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
55.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
52.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
51.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
51.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
50.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
46.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
44.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
43.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
40.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 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.
POMP 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
64.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
137.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
130.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
123.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
122.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
119.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
117.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
115.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
110.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
109.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
106.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
105.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
105.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
102.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
102.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
102.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
101.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
101.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
100.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
100.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
99.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
97.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
96.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
96.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
93.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
93.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
93.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
92.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
92.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
91.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
91.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
91.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
90.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
90.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
90.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
89.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
88.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
87.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
87.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
86.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
86.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
86.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
85.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
85.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
85.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
85.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
85.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
84.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
84.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
82.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
82.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
82.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
82.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
81.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
81.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
81.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
81.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
81.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
81.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
81.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
80.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
80.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
80.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
79.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
79.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
79.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
79.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
79.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
79.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
79.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
78.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
78.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
78.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
78.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
77.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
77.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
77.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
76.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
76.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
76.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
75.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
75.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
75.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
75.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
75.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
74.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
74.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
74.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
74.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
74.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
74.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
73.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
73.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
73.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
73.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
73.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
73.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
72.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
72.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
72.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
72.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
72.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
72.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
71.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
71.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
71.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
71.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
71.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
70.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
70.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
70.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
70.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
70.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
70.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
69.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
69.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
69.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
68.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
68.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
68.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
68.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
68.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
68.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
67.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
66.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
66.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
66.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
66.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
66.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
66.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
66.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
66.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
66.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
65.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
65.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
65.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
65.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
65.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
65.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
65.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
64.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
64.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
64.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
64.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
64.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
64.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
64.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
64.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
64.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
63.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
63.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
63.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
63.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
61.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
61.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
60.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
60.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
60.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
60.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
60.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
60.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
60.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
60.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
59.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
59.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
59.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
58.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
58.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
58.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
58.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
58.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
58.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
57.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
57.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
57.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
57.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
57.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
56.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
56.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
56.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
55.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
55.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
55.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
55.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
55.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
55.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
55.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
54.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
54.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
54.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
54.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
54.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
54.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
54.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
54.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
53.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
53.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
53.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
53.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
53.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
52.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
51.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
51.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
51.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
51.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
50.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
50.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
50.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
50.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
49.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
49.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
49.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
48.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
48.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
48.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
48.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
47.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
47.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
46.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
46.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
46.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
46.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
45.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
45.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
45.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
45.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
45.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
45.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
45.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
45.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
45.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
45.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
45.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
44.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
44.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
43.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
42.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
42.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
42.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
42.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
42.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
41.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
41.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
41.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
41.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
41.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
40.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
40.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
40.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
39.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
38.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
38.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
38.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
37.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
37.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
37.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
37.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
37.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
36.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
36.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
36.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
36.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
35.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
35.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
34.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
33.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
33.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
33.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
33.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
32.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
30.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
30.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
26.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
25.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
24.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
24.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
23.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
22.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
20.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
17.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
14.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
14.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
10.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0075130003
Tumor
1.2
CPT0065870003
Tumor
1.1
CPT0088550004
Tumor
0.8
CPT0001340003
Tumor
0.7
CPT0012550003
Tumor
0.7
CPT0092290003
Tumor
0.7
CPT0078510003
Tumor
0.6
CPT0063330001
Normal
0.6
CPT0014160003
Tumor
0.6
CPT0078800003
Tumor
0.6
CPT0089020003
Tumor
0.6
CPT0079300001
Normal
0.6
CPT0025230003
Tumor
0.5
CPT0078840001
Normal
0.5
CPT0088970003
Tumor
0.5
CPT0079000001
Normal
0.5
CPT0079180003
Tumor
0.5
CPT0014450004
Tumor
0.5
CPT0081620001
Normal
0.5
CPT0007870001
Normal
0.4
CPT0078830003
Tumor
0.4
CPT0076330003
Tumor
0.4
CPT0012640003
Normal
0.4
CPT0078930003
Tumor
0.4
CPT0088640003
Normal
0.4
CPT0002350011
Tumor
0.4
CPT0007860003
Tumor
0.4
CPT0079510001
Normal
0.4
CPT0014470001
Normal
0.4
CPT0001270001
Normal
0.4
CPT0088630003
Tumor
0.4
CPT0025920001
Normal
0.4
CPT0002370001
Normal
0.3
CPT0020130001
Normal
0.3
CPT0066480003
Tumor
0.3
CPT0015810003
Tumor
0.3
CPT0088500001
Normal
0.3
CPT0086830003
Normal
0.3
CPT0081600003
Tumor
0.3
CPT0078530001
Normal
0.3
CPT0065450001
Normal
0.3
CPT0084560003
Tumor
0.3
CPT0001230001
Normal
0.3
CPT0089460004
Tumor
0.3
CPT0000660001
Normal
0.2
CPT0078670001
Normal
0.2
CPT0075560003
Tumor
0.2
CPT0088920001
Normal
0.2
CPT0001180009
Tumor
0.2
CPT0001190001
Normal
0.2
CPT0078940001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0086890003
Normal
0.2
CPT0069000003
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0001550001
Normal
0.2
CPT0088780001
Normal
0.2
CPT0092190003
Normal
0.2
CPT0026420001
Normal
0.2
CPT0065930003
Tumor
0.2
CPT0064400001
Normal
0.2
CPT0010120001
Normal
0.2
CPT0092740003
Normal
0.1
CPT0078990003
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0020120003
Tumor
0.1
CPT0086370003
Normal
0.1
CPT0019160001
Normal
0.1
CPT0086970003
Normal
0.1
CPT0000890001
Normal
0.1
CPT0077140001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0000790001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0086870003
Tumor
0.1
CPT0078660003
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0065820001
Normal
0.1
CPT0077490003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0092310003
Normal
0.1
CPT0092730003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0010170001
Normal
0.1
CPT0006440003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0088760003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0079380003
Tumor
0.1
CPT0021240003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0025290003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0088480003
Tumor
0.0
CPT0000780007
Tumor
0.0
CPT0065690003
Tumor
0.0
CPT0086950003
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0006630003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0086030003
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0085670003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0014130001
Normal
-0.1
CPT0015910003
Tumor
-0.1
CPT0011410003
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0023350003
Tumor
-0.1
CPT0079410003
Tumor
-0.1
CPT0075570001
Normal
-0.1
CPT0025880003
Tumor
-0.1
CPT0023690003
Tumor
-0.1
CPT0014370004
Tumor
-0.1
CPT0025580004
Tumor
-0.1
CPT0088900003
Tumor
-0.1
CPT0024680001
Normal
-0.1
CPT0077320001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0079270003
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0025110003
Tumor
-0.1
CPT0013790003
Normal
-0.2
CPT0081880003
Tumor
-0.2
CPT0079480003
Tumor
-0.2
CPT0088690003
Tumor
-0.2
CPT0001220008
Tumor
-0.2
CPT0000870016
Tumor
-0.2
CPT0010160003
Tumor
-0.2
CPT0025050003
Tumor
-0.2
CPT0025350003
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0026410003
Tumor
-0.2
CPT0065430003
Tumor
-0.2
CPT0023710001
Normal
-0.2
CPT0007470001
Normal
-0.2
CPT0071150004
Tumor
-0.2
CPT0010110003
Tumor
-0.2
CPT0066470004
Tumor
-0.2
CPT0011240003
Tumor
-0.2
CPT0006900003
Tumor
-0.2
CPT0012770003
Normal
-0.2
CPT0087050003
Normal
-0.2
CPT0012570003
Normal
-0.2
CPT0069190001
Normal
-0.2
CPT0086820003
Tumor
-0.2
CPT0014350001
Normal
-0.3
CPT0002270011
Tumor
-0.3
CPT0015730003
Tumor
-0.3
CPT0012180003
Tumor
-0.3
CPT0025610001
Normal
-0.3
CPT0012090003
Normal
-0.3
CPT0017410003
Tumor
-0.3
CPT0012290003
Normal
-0.3
CPT0092160003
Tumor
-0.3
CPT0065750003
Tumor
-0.4
CPT0001540009
Tumor
-0.4
CPT0001500009
Tumor
-0.4
CPT0066430001
Normal
-0.4
CPT0012080003
Tumor
-0.4
CPT0069160003
Tumor
-0.4
CPT0012370003
Tumor
-0.4
CPT0012920003
Normal
-0.5
CPT0017450001
Normal
-0.5
CPT0007320003
Tumor
-0.5
CPT0082010001
Normal
-0.5
CPT0012280003
Tumor
-0.5
CPT0087040003
Tumor
-0.6
CPT0077310003
Tumor
-0.6
CPT0081990003
Tumor
-0.6
CPT0009060003
Tumor
-0.7
CPT0017850003
Tumor
-0.7
CPT0079230003
Tumor
-0.7
CPT0009000003
Tumor
-0.9
CPT0024670003
Tumor
-1.0
CPT0012670003
Tumor
-1.0
CPT0000640003
Tumor
-1.0
CPT0018250001
Normal
-1.1
CPT0012900004
Tumor
-1.2
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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.