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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.
RNF186 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.
: N/A
Median expressioni
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
0.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
5.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
4.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
3.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
2.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
0.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
0.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
0.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
0.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
0.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
0.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
0.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
0.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
0.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
0.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
0.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
0.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
0.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
0.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
0.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
0.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
0.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 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.
RNF186 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
24.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
211.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
201.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
172.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
166.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
159.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
145.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
137.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
129.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
129.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
111.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
109.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
106.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
105.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
105.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
102.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
100.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
98.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
96.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
93.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
92.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
92.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
91.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
91.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
89.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
87.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
87.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
80.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
78.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
78.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
76.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
74.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
74.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
73.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
73.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
73.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
72.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
71.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
71.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
71.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
71.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
70.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
70.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
69.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
69.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
68.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
68.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
67.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
65.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
62.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
60.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
60.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
60.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
59.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
58.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
57.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
56.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
56.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
55.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
54.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
54.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
54.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
53.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
53.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
53.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
52.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
52.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
52.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
51.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
51.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
51.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
50.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
50.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
49.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
49.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
49.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
48.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
48.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
48.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
47.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
46.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
46.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
45.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
45.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
44.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
44.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
43.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
43.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
42.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
42.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
42.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
41.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
40.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
40.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
40.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
40.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
40.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
39.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
39.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
39.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
39.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
39.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
39.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
38.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
37.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
37.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
37.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
37.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
36.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
36.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
36.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
36.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
36.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
35.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
35.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
35.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
35.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
34.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
34.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
34.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
34.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
33.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
33.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
33.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
33.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
33.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
33.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
32.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
32.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
32.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
32.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
32.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
32.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
32.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
32.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
32.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
32.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
31.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
31.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
31.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
31.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
30.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
30.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
30.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
30.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
30.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
30.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
29.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
29.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
29.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
29.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
29.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
29.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
28.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
28.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
28.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
28.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
27.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
27.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
27.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
27.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
27.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
27.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
26.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
26.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
26.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
26.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
26.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
25.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
25.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
25.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
25.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
25.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
25.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
25.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
25.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
25.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
25.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
24.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
24.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
24.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
24.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
24.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
24.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
24.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
24.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
24.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
24.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
24.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
24.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
23.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
23.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
23.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
23.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
23.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
23.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
22.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
22.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
22.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
22.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
22.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
22.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
22.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
21.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
21.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
21.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
21.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
21.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
21.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
21.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
21.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
21.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
20.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
20.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
20.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
20.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
20.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
20.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
19.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
19.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
19.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
19.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
19.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
19.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
19.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
19.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
18.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
18.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
18.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
18.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
18.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
17.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
17.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
17.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
17.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
17.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
17.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
17.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
17.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
17.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
17.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
17.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
17.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
16.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
16.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
16.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
16.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
16.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
16.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
16.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
16.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
16.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
15.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
15.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
15.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
15.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
15.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
15.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
15.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
15.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
15.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
14.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
14.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
14.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
14.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
14.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
14.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
14.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
14.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
14.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
13.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
13.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
13.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
13.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
13.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
13.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
13.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
13.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
13.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
13.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
13.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
13.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
12.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
12.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
12.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
12.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
12.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
12.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
12.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
11.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
11.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
11.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
11.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
11.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
11.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
11.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
11.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
11.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
11.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
11.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
11.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
11.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
11.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
11.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
10.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
10.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
10.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
10.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
10.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
10.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
10.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
10.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
10.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
10.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
10.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
10.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
9.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
9.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
9.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
9.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
9.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
9.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
9.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
9.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
9.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
9.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
9.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
9.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
9.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
9.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
9.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
9.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
9.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
8.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
8.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
8.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
8.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
8.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
8.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
8.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
8.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
8.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
8.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
8.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
8.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
8.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
8.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
8.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
8.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
8.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
8.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
8.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
7.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
7.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
7.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
7.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
7.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
7.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
7.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
7.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
7.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
7.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
7.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
7.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
6.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
6.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
6.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
6.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
6.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
6.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
6.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
6.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
5.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
5.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
5.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
5.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
5.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
5.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
5.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
5.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
5.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
5.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
5.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
5.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
5.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
5.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
5.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
4.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
4.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
4.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
4.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
4.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
4.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
4.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
4.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
4.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
4.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
4.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
4.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
4.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
4.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
4.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
3.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
3.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
3.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
3.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
3.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
3.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
3.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
3.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
3.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
3.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
3.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
3.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
3.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
3.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
3.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
3.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
3.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
3.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
3.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
3.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
2.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
2.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
2.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
2.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
2.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
2.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
2.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
2.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
2.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
2.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
2.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
2.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
2.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
2.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
2.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
2.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
2.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
2.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
2.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
2.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
2.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
2.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
1.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
1.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
1.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
1.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
1.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
1.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
1.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
1.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
1.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
1.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
1.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
1.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
1.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
1.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
1.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
1.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
1.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
1.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
1.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
1.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
1.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
1.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
1.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
1.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
0.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
0.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
0.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
0.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
0.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
0.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
0.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
0.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
0.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
0.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
0.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
0.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
0.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
0.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
0.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
0.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
0.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
0.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
0.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
0.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
0.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
0.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
0.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
0.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
0.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
0.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
0.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
0.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
0.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
0.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
0.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
0.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
0.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
0.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
0.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
0.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
0.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
0.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
0.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
0.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
0.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
0.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
0.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 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.
RNF186 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
15.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
154.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
122.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
75.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
71.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
66.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
62.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
55.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
52.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
38.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
37.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
35.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
31.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
30.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
29.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
28.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
28.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
28.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
27.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
27.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
26.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
26.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
25.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
25.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
24.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
24.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
20.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
20.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
20.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
19.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
18.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
17.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
17.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
16.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
16.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
16.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
14.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
14.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
13.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
11.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
8.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
8.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
8.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
8.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
8.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
8.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
8.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
7.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
6.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
6.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
6.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
5.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
5.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
5.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
5.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
4.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
4.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
4.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
4.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
4.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
4.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
3.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
3.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
3.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
3.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
3.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
3.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
3.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
2.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
2.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
2.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
2.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
2.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
2.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
1.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
1.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
1.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
1.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
1.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
1.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
1.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
1.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
1.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
1.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
1.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
0.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
0.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
0.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
0.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
0.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
0.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
0.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
0.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
0.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
0.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
0.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
0.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
0.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
0.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 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.
RNF186 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
5.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
95.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
90.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
86.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
73.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
68.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
61.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
55.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
43.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
43.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
42.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
35.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
34.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
33.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
30.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
29.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
27.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
27.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
26.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
25.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
23.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
23.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
22.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
20.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
18.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
18.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
17.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
16.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
13.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
13.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
13.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
13.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
13.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
13.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
12.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
11.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
11.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
11.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
11.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
10.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
10.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
9.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
9.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
8.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
8.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
8.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
8.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
8.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
8.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
7.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
7.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
6.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
6.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
6.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
6.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
5.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
5.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
5.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
5.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
5.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
5.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
5.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
5.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
4.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
3.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
3.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
3.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
3.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
3.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
3.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
3.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
2.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
2.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
2.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
2.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
2.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
2.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
2.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
2.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
2.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
2.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
2.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
2.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
2.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
2.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
2.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
1.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
1.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
1.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
1.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
1.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
1.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
1.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
1.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
1.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
1.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
1.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
1.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
1.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
1.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
1.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
1.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
1.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
1.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
1.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
1.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
1.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
1.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
1.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
1.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
1.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
1.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
1.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
1.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
0.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
0.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
0.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
0.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
0.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
0.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
0.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
0.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
0.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
0.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
0.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
0.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
0.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
0.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
0.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
0.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
0.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
0.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
0.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
0.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
0.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
0.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
0.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
0.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
0.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
0.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
0.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
0.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
0.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
0.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
0.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
0.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
0.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
0.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
0.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
0.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
0.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
0.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
0.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
0.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
0.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
0.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
0.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
0.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
0.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
0.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
0.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
0.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
0.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
0.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
0.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
0.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
0.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
0.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
0.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
0.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
0.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
0.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
0.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
0.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
0.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
0.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
0.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
0.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
0.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
0.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
0.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
0.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
0.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
0.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
0.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
0.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
0.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
0.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
0.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
0.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
0.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
0.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
0.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
0.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
0.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
0.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
0.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
0.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
0.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
0.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
0.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
0.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
0.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
0.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
0.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
0.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
0.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
0.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
0.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
0.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
0.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
0.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
0.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
0.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
0.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
0.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
0.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
0.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
0.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
0.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
0.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
0.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
0.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
0.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
0.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
0.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
0.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
0.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
0.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
0.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
0.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
0.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
