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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.
TNFRSF21 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
37.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
207.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
144.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
125.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
114.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
87.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
71.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
66.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
62.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
61.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
57.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
56.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
52.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
51.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
51.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
50.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
46.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
44.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
44.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
43.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
43.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
39.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
38.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
38.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
33.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
32.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
31.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
30.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
30.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
30.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
30.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
29.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
27.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
27.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
26.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
25.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
25.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
22.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
22.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
22.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
21.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
20.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
19.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
19.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
19.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
19.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
19.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
17.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
17.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
15.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
15.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
13.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
13.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
13.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
12.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
12.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
10.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
9.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
7.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
7.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
5.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
5.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
3.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
3.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 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.
TNFRSF21 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
43.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
211.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
210.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
209.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
200.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
188.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
185.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
182.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
180.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
148.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
147.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
145.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
143.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
142.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
131.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
127.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
123.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
122.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
122.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
120.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
120.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
119.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
119.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
118.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
117.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
114.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
114.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
110.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
109.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
109.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
109.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
106.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
106.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
106.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
106.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
105.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
103.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
101.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
101.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
101.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
100.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
99.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
98.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
97.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
97.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
97.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
95.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
94.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
94.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
94.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
92.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
92.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
91.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
90.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
89.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
89.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
87.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
87.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
87.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
86.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
84.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
83.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
83.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
83.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
82.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
82.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
82.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
81.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
81.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
81.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
81.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
80.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
80.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
79.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
78.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
78.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
77.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
77.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
77.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
76.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
75.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
75.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
75.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
74.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
74.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
73.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
72.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
72.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
71.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
71.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
71.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
70.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
70.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
70.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
69.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
69.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
68.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
68.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
67.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
67.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
66.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
66.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
66.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
65.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
65.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
65.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
65.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
65.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
64.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
64.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
64.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
62.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
62.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
62.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
62.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
62.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
62.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
61.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
61.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
61.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
60.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
60.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
60.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
60.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
60.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
60.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
60.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
59.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
59.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
59.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
59.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
59.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
59.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
59.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
58.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
58.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
58.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
58.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
58.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
57.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
57.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
57.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
56.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
56.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
56.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
56.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
56.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
55.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
55.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
55.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
54.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
53.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
53.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
53.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
53.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
53.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
51.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
51.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
51.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
51.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
51.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
50.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
50.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
50.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
50.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
50.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
50.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
50.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
49.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
49.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
49.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
48.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
47.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
47.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
47.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
47.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
46.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
46.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
46.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
46.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
46.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
46.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
45.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
45.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
45.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
45.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
45.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
44.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
44.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
44.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
44.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
44.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
44.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
44.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
44.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
43.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
43.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
42.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
42.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
42.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
42.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
42.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
41.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
41.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
41.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
41.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
41.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
41.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
41.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
40.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
40.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
40.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
40.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
40.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
40.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
40.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
40.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
40.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
39.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
39.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
39.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
39.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
39.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
39.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
38.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
38.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
38.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
38.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
38.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
37.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
37.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
37.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
37.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
37.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
37.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
37.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
36.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
36.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
36.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
36.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
36.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
36.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
36.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
36.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
36.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
35.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
35.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
35.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
35.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
35.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
34.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
34.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
34.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
34.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
34.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
33.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
33.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
33.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
33.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
33.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
33.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
33.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
33.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
33.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
32.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
32.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
32.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
32.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
32.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
32.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
31.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
31.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
31.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
31.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
31.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
31.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
31.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
31.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
30.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
30.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
30.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
30.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
29.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
29.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
29.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
29.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
29.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
29.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
29.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
29.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
29.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
29.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
29.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
28.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
28.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
28.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
28.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
28.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
28.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
28.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
28.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
28.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
28.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
27.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
27.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
27.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
27.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
27.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
27.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
27.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
27.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
27.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
27.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
27.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
27.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
27.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
27.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
27.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
27.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
26.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
26.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
26.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
26.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
26.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
25.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
25.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
25.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
25.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
25.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
25.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
25.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
25.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
25.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
25.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
25.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
24.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
24.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
24.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
24.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
24.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
24.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
24.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
24.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
24.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
23.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
23.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
23.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
23.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
23.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
23.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
22.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
22.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
22.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
22.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
22.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
22.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
22.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
22.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
21.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
21.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
21.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
21.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
21.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
21.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
21.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
21.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
21.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
21.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
21.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
21.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
21.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
21.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
21.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
20.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
20.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
20.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
20.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
20.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
20.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
20.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
20.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
20.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
20.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
20.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
20.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
20.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
20.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
19.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
19.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
19.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
19.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
19.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
19.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
19.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
19.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
18.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
18.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
18.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
18.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
18.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
18.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
18.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
17.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
17.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
17.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
17.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
17.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
17.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
16.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
16.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
16.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
16.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
16.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
16.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
16.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
16.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
16.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
16.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
16.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
16.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
16.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
16.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
16.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
16.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
16.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
16.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
15.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
15.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
15.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
15.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
15.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
15.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
14.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
14.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
14.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
14.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
14.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
14.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
14.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
14.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
14.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
14.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
14.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
13.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
13.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
13.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
13.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
13.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
13.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
13.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
13.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
12.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
12.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
12.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
12.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
12.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
12.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
12.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
12.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
12.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
11.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
11.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
11.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
11.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
11.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
11.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
11.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
11.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
10.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
10.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
10.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
10.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
10.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
10.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
10.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
10.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
10.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
10.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
10.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
10.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
9.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
9.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
9.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
9.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
9.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
9.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
9.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
9.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
8.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
8.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
8.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
8.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
8.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
8.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
8.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
7.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
7.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
7.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
7.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
7.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
7.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
7.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
6.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
6.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
6.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
6.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
5.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
5.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
5.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
4.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
4.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
4.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
3.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
3.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
2.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 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.
TNFRSF21 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
55.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
203.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
192.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
183.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
183.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
157.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
124.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
121.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
115.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
109.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
108.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
108.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
99.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
99.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
93.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
91.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
87.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
85.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
82.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
80.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
79.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
77.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
75.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
72.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
70.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
68.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
67.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
66.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
63.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
61.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
60.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
60.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
57.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
57.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
57.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
56.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
56.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
55.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
55.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
54.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
52.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
52.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
51.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
51.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
50.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
49.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
48.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
46.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
45.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
43.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
42.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
42.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
42.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
41.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
41.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
40.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
39.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
39.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
38.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
37.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
37.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
36.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
35.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
35.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
34.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
33.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
33.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
33.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
32.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
31.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
30.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
30.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
30.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
30.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
29.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
29.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
28.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
28.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
27.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
27.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
26.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
26.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
26.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
26.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
25.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
24.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
24.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
24.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
23.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
23.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
23.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
20.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
20.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
18.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
17.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
17.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
17.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
12.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 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.
TNFRSF21 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
61.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
362.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
359.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
357.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
323.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
309.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
279.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
269.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
229.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
227.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
200.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
199.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
183.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
180.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
175.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
169.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
158.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
155.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
154.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
151.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
147.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
137.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
127.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
125.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
125.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
125.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
124.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
119.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
117.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
117.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
111.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
109.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
109.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
104.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
103.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
103.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
99.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
97.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
97.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
96.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
96.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
96.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
95.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
93.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
93.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
93.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
92.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
92.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
92.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
91.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
90.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
89.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
89.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
88.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
88.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
85.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
84.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
84.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
83.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
83.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
83.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
82.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
80.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
78.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
78.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
77.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
77.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
76.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
75.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
74.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
72.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
72.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
70.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
68.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
68.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
68.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
68.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
68.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
67.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
67.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
67.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
66.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
66.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
66.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
64.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
64.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
63.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
63.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
62.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
62.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
62.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
61.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
61.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
59.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
59.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
59.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
58.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
58.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
58.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
58.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
58.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
57.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
57.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
57.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
56.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
56.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
55.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
55.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
54.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
54.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
54.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
54.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
54.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
54.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
52.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
52.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
52.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
52.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
52.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
51.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
50.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
50.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
50.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
50.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
50.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
50.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
50.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
49.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
49.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
49.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
48.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
48.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
48.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
48.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
47.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
47.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
46.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
46.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
45.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
45.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
45.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
45.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
45.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
45.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
45.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
45.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
44.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
44.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
44.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
44.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
44.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
43.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
43.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
43.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
42.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
42.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
42.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
42.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
41.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
41.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
41.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
40.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
39.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
39.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
39.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
39.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
38.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
38.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
38.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
38.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
38.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
37.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
37.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
37.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
37.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
36.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
36.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
36.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
36.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
36.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
36.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
36.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
35.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
35.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
34.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
34.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
34.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
33.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
33.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
33.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
33.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
33.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
33.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
32.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
32.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
32.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
32.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
32.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
31.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
31.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
31.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
31.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
30.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
30.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
30.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
30.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
30.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
29.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
29.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
28.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
27.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
27.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
27.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
27.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
26.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
26.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
26.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
26.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
25.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
25.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
25.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
24.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
24.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
23.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
23.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
23.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
23.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
22.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
22.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
22.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
22.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
22.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
21.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
21.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
21.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
21.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
21.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
21.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
20.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
20.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
19.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
18.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
18.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
18.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
17.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
17.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
17.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
17.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
17.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
16.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
16.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
16.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
16.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
15.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
15.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
15.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
15.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
14.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
14.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
14.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
14.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
13.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
13.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
12.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
11.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
10.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
10.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
10.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
9.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
9.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
9.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
9.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
8.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
8.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
7.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
6.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
6.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
6.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
5.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
4.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
4.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
4.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
3.6
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
Show allShow less
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
