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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.
Survival analysis data not available.
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
0.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
8.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
4.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
4.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
3.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
3.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
2.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
2.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
2.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
2.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
1.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
1.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
1.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
1.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
0.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
0.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
0.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
0.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
0.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
0.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
0.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
0.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
0.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
0.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
0.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
0.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
0.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
0.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
0.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
0.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 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-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 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.
TNFRSF6B is potential prognostic, high expression is unfavorable 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
22.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
383.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
255.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
217.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
187.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
147.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
113.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
111.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
110.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
110.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
109.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
105.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
93.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
90.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
90.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
90.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
87.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
86.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
83.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
83.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
79.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
76.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
76.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
75.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
73.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
73.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
70.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
69.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
68.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
67.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
66.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
65.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
64.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
64.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
64.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
63.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
62.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
61.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
61.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
60.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
59.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
59.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
58.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
58.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
57.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
57.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
55.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
55.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
54.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
54.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
52.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
51.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
51.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
51.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
50.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
50.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
50.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
49.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
48.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
48.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
46.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
45.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
44.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
44.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
43.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
42.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
41.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
41.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
41.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
41.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
40.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
40.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
39.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
39.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
39.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
39.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
39.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
39.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
38.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
38.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
38.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
37.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
37.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
37.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
37.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
37.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
37.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
37.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
37.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
36.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
36.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
36.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
36.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
36.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
35.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
35.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
34.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
34.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
34.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
34.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
33.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
33.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
33.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
33.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
32.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
32.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
32.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
32.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
31.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
31.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
30.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
30.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
30.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
29.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
29.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
29.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
29.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
29.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
29.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
29.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
28.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
28.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
28.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
28.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
28.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
27.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
27.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
27.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
27.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
27.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
27.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
27.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
27.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
27.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
26.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
26.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
26.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
26.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
26.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
26.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
26.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
25.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
25.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
25.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
25.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
25.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
25.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
25.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
24.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
24.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
24.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
24.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
24.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
23.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
23.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
23.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
23.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
23.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
23.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
23.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
22.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
22.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
22.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
22.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
22.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
21.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
21.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
21.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
21.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
21.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
20.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
20.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
20.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
20.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
20.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
20.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
20.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
20.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
20.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
20.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
20.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
20.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
20.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
20.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
20.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
20.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
19.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
19.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
19.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
19.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
19.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
19.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
19.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
19.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
18.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
18.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
18.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
18.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
18.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
18.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
18.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
18.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
18.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
18.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
18.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
17.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
17.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
17.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
17.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
17.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
17.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
17.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
16.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
16.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
16.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
16.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
16.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
16.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
16.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
16.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
16.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
16.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
16.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
16.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
16.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
16.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
16.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
16.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
16.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
15.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
15.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
15.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
15.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
15.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
15.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
15.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
15.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
15.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
15.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
14.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
14.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
14.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
14.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
14.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
14.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
14.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
14.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
13.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
13.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
13.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
13.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
13.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
13.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
13.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
13.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
13.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
12.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
12.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
12.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
12.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
12.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
12.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
12.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
12.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
12.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
12.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
12.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
12.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
12.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
12.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
12.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
12.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
12.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
12.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
12.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
11.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
11.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
11.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
11.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
11.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
11.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
11.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
11.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
11.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
11.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
11.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
11.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
11.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
11.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
10.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
10.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
10.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
10.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
10.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
10.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
10.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
10.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
10.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
10.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
10.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
10.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
10.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
9.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
9.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
9.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
9.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
9.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
9.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
9.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
9.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
9.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
9.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
9.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
9.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
9.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
8.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
8.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
8.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
8.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
8.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
8.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
8.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
8.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
8.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
8.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
8.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
8.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
8.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
8.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
8.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
8.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
8.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
8.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
8.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
8.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
8.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
8.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
8.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
8.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
7.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
7.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
7.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
7.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
7.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
7.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
7.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
7.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
7.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
7.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
7.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
7.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
7.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
7.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
7.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
7.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
7.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
7.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
7.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
7.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
6.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
6.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
6.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
6.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
6.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
6.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
6.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
6.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
6.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
6.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
6.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
6.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
6.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
6.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
6.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
6.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
6.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
6.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
6.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
6.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
6.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
6.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
6.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
6.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
6.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
6.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
6.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
6.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
5.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
5.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
5.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
5.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
5.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
5.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
5.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
5.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
5.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
5.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
5.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
5.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
5.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
5.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
5.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
5.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
5.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
4.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
4.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
4.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
4.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
4.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
4.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
4.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
4.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
4.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
4.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
4.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
4.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
4.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
4.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
4.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
4.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
4.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
4.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
3.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
3.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
3.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
3.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
3.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
3.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
3.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
3.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
3.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
3.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
3.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
3.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
3.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
3.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
3.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
3.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
3.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
3.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
3.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
3.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
3.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
3.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
3.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
3.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
3.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
3.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
2.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
2.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
2.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
2.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
2.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
2.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
2.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
2.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
2.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
2.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
2.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
2.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
2.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
2.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
2.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
2.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
2.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
2.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
2.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
2.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
2.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
2.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
2.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
2.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
1.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
1.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
1.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
1.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
1.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
1.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
1.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
1.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
1.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
1.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
1.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
1.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
1.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
1.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
1.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
0.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
0.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
0.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
0.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
0.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
0.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
0.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
0.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
0.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
0.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
0.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
0.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
0.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
0.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
0.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
0.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
0.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
0.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
0.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
0.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
0.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
0.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
0.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
0.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
0.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 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.
TNFRSF6B 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
28.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
244.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
172.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
121.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
121.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
120.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
98.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
93.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
78.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
76.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
75.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
64.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
64.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
60.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
56.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
55.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
52.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
49.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
48.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
40.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
38.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
36.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
36.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
35.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
33.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
31.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
30.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
29.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
29.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
28.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
28.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
27.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
26.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
25.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
25.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
25.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
24.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
24.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
23.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
23.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
23.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
23.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
21.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
20.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
20.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
19.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
18.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
18.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
18.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
16.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
16.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
16.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
16.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
16.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
16.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
15.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
15.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
15.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
13.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
12.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
12.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
12.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
11.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
11.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
11.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
11.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
11.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
10.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
10.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
9.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
8.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
8.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
8.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
8.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
8.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
8.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
7.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
7.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
7.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
6.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
5.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
5.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
5.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
4.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
4.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
4.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
4.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
3.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
3.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
3.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
2.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
2.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
2.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
2.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
1.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
1.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
0.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
0.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
0.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
0.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 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.
TNFRSF6B 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
20.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
412.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
164.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
162.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
154.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
153.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
138.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
133.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
132.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
130.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
126.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
102.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
99.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
92.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
83.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
80.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
73.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
72.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
72.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
70.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
66.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
65.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
64.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
62.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
61.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
57.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
53.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
50.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
47.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
45.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
45.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
43.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
43.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
42.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
40.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
40.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
40.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
39.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
38.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
38.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
37.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
36.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
35.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
35.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
35.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
35.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
34.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
33.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
33.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
33.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
32.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
31.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
31.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
29.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
28.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
28.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
27.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
26.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
26.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
26.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
26.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
26.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
26.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
25.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
25.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
25.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
24.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
24.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
23.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
23.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
23.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
23.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
22.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
22.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
21.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
21.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
20.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
20.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
20.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
19.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
19.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
18.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
18.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
18.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
18.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
18.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
17.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
17.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
16.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
16.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
16.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
16.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
16.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
16.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
15.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
15.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
15.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
14.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
14.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
14.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
14.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
14.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
14.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
14.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
14.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
14.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
14.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
13.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
13.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
13.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
13.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
13.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
13.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
12.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
12.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
12.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
12.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
12.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
12.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
11.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
11.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
11.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
11.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
11.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
11.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
11.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
11.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
10.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
10.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
10.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
10.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
10.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
9.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
9.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
9.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
9.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
8.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
8.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
7.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
7.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
7.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
7.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
7.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
7.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
7.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
6.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
6.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
6.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
6.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
6.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
6.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
6.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
6.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
6.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
6.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
6.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
6.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
6.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
5.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
5.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
5.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
5.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
5.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
5.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
4.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
4.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
4.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
4.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
4.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
4.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
4.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
4.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
4.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
3.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
3.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
3.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
3.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
3.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
3.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
3.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
3.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
3.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
3.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
3.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
2.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
2.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
2.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
2.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
2.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
2.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
2.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
2.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
2.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
2.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
2.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
2.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
2.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
1.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
1.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
1.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
1.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
1.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
1.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
1.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
1.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
1.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
1.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
1.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
1.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
1.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
1.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
1.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
1.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
1.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
1.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
1.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
1.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
1.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
1.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
1.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
1.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
1.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
0.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
0.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
0.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
0.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
0.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
0.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
0.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
0.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
0.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
0.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
0.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
0.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
0.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
0.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
0.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
0.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
0.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
0.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
0.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
0.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
0.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
0.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
0.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
0.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
0.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
0.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0084560003
Tumor
3.2
CPT0063630003
Tumor
2.9
CPT0076330003
Tumor
2.4
CPT0012180003
Tumor
1.4
CPT0069160003
Tumor
1.3
CPT0007860003
Tumor
1.1
CPT0065750003
Tumor
1.1
CPT0017850003
Tumor
0.8
CPT0012280003
Tumor
0.7
CPT0086030003
Tumor
0.6
CPT0069000003
Tumor
0.6
CPT0015730003
Tumor
0.6
CPT0012670003
Tumor
0.4
CPT0025880003
Tumor
0.4
CPT0069190001
Normal
0.4
CPT0002350011
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0006630003
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0007470001
Normal
0.2
CPT0079380003
Tumor
0.1
CPT0025920001
Normal
0.1
CPT0084590001
Normal
0.1
CPT0007870001
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0012080003
Tumor
0.0
CPT0076350001
Normal
0.0
CPT0077110003
Tumor
-0.1
CPT0018250001
Normal
-0.2
CPT0012090003
Normal
-0.2
CPT0092730003
Tumor
-0.2
CPT0069010001
Normal
-0.2
CPT0065870003
Tumor
-0.2
CPT0012290003
Normal
-0.2
CPT0077140001
Normal
-0.3
CPT0086830003
Normal
-0.3
CPT0002370001
Normal
-0.3
CPT0085670003
Tumor
-0.3
CPT0088780001
Normal
-0.4
CPT0025230003
Tumor
-0.4
CPT0063640001
Normal
-0.4
CPT0088710001
Normal
-0.4
CPT0006730001
Normal
-0.5
CPT0001270001
Normal
-0.6
CPT0012640003
Normal
-0.6
CPT0078800003
Tumor
-0.8
CPT0079230003
Tumor
-0.8
CPT0092740003
Normal
-1.0
CPT0026410003
Tumor
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0001180009
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0087040003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
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
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
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
CPT0006440003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0082010001
Normal
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
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
CPT0092160003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
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
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
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
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
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
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
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
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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
