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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.
DUSP6 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
40.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
214.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
199.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
147.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
140.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
116.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
99.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
81.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
76.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
69.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
66.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
66.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
65.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
62.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
60.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
55.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
53.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
46.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
44.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
43.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
42.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
35.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
35.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
34.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
34.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
32.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
32.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
32.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
30.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
30.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
29.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
27.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
26.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
25.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
25.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
25.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
25.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
23.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
23.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
22.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
22.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
21.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
19.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
19.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
18.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
18.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
15.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
15.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
15.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
13.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
13.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
12.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
11.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
11.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
10.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
10.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
9.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
8.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
8.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
8.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
7.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
7.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
7.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
6.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 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.
DUSP6 is validated 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
59.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
250.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
243.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
233.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
204.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
193.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
191.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
187.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
184.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
184.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
178.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
174.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
173.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
160.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
157.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
151.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
147.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
146.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
144.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
144.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
142.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
141.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
141.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
138.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
137.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
136.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
136.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
135.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
133.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
130.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
130.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
128.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
128.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
128.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
127.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
126.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
126.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
125.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
124.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
121.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
121.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
120.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
119.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
119.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
119.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
118.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
117.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
117.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
116.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
115.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
115.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
113.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
113.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
113.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
111.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
110.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
110.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
109.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
109.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
108.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
108.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
108.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
107.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
107.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
107.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
107.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
107.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
106.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
105.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
105.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
105.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
104.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
104.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
102.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
101.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
100.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
99.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
99.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
99.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
97.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
96.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
96.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
96.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
95.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
95.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
95.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
94.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
94.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
93.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
93.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
93.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
93.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
93.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
92.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
92.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
91.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
91.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
91.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
89.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
89.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
89.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
89.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
88.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
87.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
87.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
85.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
85.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
85.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
84.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
84.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
84.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
83.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
83.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
82.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
82.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
82.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
82.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
81.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
81.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
80.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
80.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
79.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
79.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
78.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
76.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
76.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
76.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
75.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
75.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
74.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
74.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
74.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
74.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
74.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
73.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
73.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
72.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
72.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
72.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
72.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
71.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
71.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
71.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
71.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
71.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
70.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
70.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
70.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
70.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
70.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
70.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
70.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
70.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
69.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
69.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
69.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
69.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
69.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
69.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
68.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
68.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
68.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
68.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
68.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
68.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
68.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
68.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
68.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
68.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
67.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
67.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
67.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
65.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
65.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
65.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
65.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
65.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
65.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
65.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
64.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
64.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
64.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
64.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
64.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
64.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
64.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
63.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
63.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
63.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
63.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
62.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
62.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
62.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
62.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
62.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
62.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
62.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
62.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
61.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
61.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
61.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
61.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
61.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
60.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
60.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
60.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
60.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
59.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
59.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
59.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
59.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
59.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
59.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
59.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
59.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
59.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
58.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
58.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
58.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
58.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
58.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
58.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
58.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
57.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
57.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
57.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
57.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
57.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
57.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
57.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
56.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
56.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
56.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
56.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
56.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
56.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
56.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
55.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
55.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
55.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
55.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
55.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
54.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
54.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
54.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
54.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
54.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
54.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
53.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
53.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
53.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
53.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
53.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
53.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
53.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
53.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
52.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
52.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
52.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
52.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
52.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
52.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
52.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
51.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
51.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
51.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
51.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
51.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
51.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
51.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
51.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
50.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
50.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
50.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
50.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
50.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
50.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
50.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
49.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
49.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
49.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
49.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
49.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
48.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
48.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
48.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
48.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
48.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
47.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
47.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
47.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
46.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
46.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
46.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
46.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
45.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
45.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
45.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
45.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
45.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
45.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
45.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
45.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
44.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
44.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
44.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
44.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
44.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
44.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
43.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
43.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
43.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
43.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
43.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
43.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
43.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
43.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
43.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
42.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
42.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
42.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
42.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
42.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
42.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
42.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
42.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
41.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
41.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
41.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
41.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
41.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
40.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
40.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
40.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
40.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
40.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
39.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
39.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
39.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
39.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
39.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
39.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
39.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
39.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
39.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
39.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
38.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
38.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
38.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
38.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
38.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
38.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
38.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
37.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
37.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
37.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
37.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
37.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
37.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
37.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
37.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
37.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
37.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
37.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
36.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
36.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
36.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
36.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
36.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
36.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
36.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
36.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
35.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
35.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
35.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
35.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
35.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
35.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
34.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
34.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
34.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
34.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
32.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
32.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
32.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
32.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
32.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
31.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
31.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
31.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
31.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
31.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
31.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
30.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
30.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
30.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
30.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
30.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
30.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
30.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
29.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
29.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
29.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
29.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
28.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
28.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
28.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
28.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
28.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
28.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
28.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
28.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
27.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
27.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
27.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
27.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
27.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
27.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
26.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
26.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
26.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
26.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
26.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
26.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
26.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
26.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
25.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
25.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
25.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
25.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
25.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
24.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
24.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
24.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
24.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
23.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
23.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
23.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
23.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
22.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
22.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
22.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
22.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
22.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
22.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
21.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
21.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
21.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
20.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
20.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
20.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
20.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
20.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
20.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
20.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
20.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
19.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
19.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
19.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
19.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
19.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
19.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
19.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
18.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
18.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
18.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
18.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
18.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
18.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
18.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
18.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
17.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
17.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
17.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
16.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
16.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
16.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
16.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
16.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
16.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
16.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
16.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
16.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
16.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
15.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
15.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
14.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
14.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
14.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
14.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
14.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
13.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
13.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
13.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
12.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
12.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
12.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
12.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
12.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
12.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
11.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
10.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
10.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
10.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
10.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
10.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
10.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
10.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
9.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
8.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
8.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
7.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
7.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
7.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
6.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
6.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
6.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
6.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
5.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
4.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
4.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 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.
DUSP6 is validated prognostic, high expression is favorable 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
62.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
206.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
196.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
152.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
144.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
135.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
125.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
120.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
115.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
115.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
106.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
103.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
103.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
103.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
101.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
98.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
97.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
95.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
94.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
93.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
93.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
91.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
88.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
87.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
84.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
84.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
82.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
82.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
80.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
79.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
79.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
79.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
78.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
78.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
78.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
77.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
77.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
76.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
75.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
75.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
75.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
72.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
71.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
69.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
67.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
67.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
65.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
64.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
64.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
64.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
57.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
56.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
53.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
52.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
49.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
49.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
48.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
48.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
47.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
47.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
46.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
45.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
43.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
43.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
42.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
41.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
41.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
40.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
39.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
37.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
36.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
34.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
34.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
32.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
32.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
32.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
31.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
31.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
29.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
28.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
28.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
26.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
25.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
23.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
22.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
21.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
21.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
20.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
20.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
19.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
19.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
19.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
18.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
17.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
17.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
15.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
14.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
12.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
10.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
DUSP6 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
38.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
492.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
432.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
366.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
313.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
236.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
228.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
210.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
189.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
187.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
176.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
162.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
160.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
156.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
155.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
144.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
144.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
129.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
124.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
117.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
115.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
104.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
103.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
101.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
97.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
97.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
96.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
93.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
91.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
87.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
82.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
80.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
79.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
75.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
74.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
74.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
72.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
71.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
69.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
68.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
67.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
67.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
66.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
66.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
65.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
61.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
60.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
56.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
56.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
56.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
54.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
53.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
52.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
51.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
50.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
48.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
48.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
48.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
46.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
44.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
44.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
43.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
43.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
43.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
42.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
42.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
42.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
41.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
40.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
40.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
39.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
39.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
39.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
38.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
37.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
37.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
37.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
36.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
36.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
35.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
35.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
35.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
35.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
35.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
34.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
34.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
34.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
34.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
34.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
33.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
33.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
33.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
31.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
31.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
31.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
31.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
31.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
30.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
30.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
29.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
29.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
28.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
28.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
28.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
27.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
27.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
26.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
26.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
26.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
25.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
25.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
25.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
24.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
24.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
24.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
23.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
23.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
23.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
22.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
22.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
22.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
22.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
22.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
22.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
22.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
21.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
21.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
21.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
21.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
21.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
21.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
20.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
20.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
20.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
20.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
20.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
20.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
20.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
20.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
19.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
19.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
19.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
19.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
19.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
18.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
18.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
18.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
18.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
18.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
18.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
18.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
18.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
17.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
17.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
17.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
17.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
16.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
16.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
16.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
16.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
16.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
16.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
16.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
15.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
15.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
15.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
15.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
15.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
15.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
14.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
14.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
14.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
14.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
13.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
13.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
13.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
13.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
13.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
13.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
13.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
13.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
12.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
12.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
12.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
12.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
12.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
12.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
12.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
11.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
11.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
11.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
11.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
11.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
11.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
11.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
11.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
11.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
11.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
10.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
10.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
10.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
10.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
10.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
10.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
10.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
10.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
10.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
9.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
9.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
9.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
9.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
9.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
9.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
9.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
9.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
8.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
8.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
8.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
8.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
8.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
8.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
8.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
8.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
8.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
8.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
8.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
8.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
8.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
8.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
8.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
7.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
7.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
7.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
7.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
7.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
6.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
6.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
6.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
6.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
6.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
6.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
6.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
6.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
6.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
6.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
5.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
5.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
5.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
5.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
5.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
5.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
5.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
5.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
5.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
4.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
4.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
4.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
4.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
4.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
4.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
4.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
4.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
4.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
3.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
3.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
3.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
3.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
3.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
3.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
3.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
3.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
3.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
3.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
3.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
3.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
2.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
2.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
1.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
