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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.
EHD2 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
15.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
140.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
98.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
55.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
46.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
46.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
22.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
21.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
20.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
17.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
16.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
16.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
16.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
16.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
16.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
16.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
14.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
14.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
14.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
14.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
13.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
12.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
12.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
11.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
11.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
11.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
10.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
10.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
10.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
10.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
10.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
9.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
9.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
9.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
8.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
8.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
8.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
8.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
7.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
7.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
7.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
7.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
7.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
6.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
6.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
6.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
6.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
6.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
5.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
5.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
5.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
5.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
5.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
5.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
5.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
5.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
5.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
5.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
5.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
4.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
4.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
3.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
3.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
3.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EHD2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
118.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
402.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
276.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
267.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
260.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
257.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
252.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
251.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
250.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
250.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
248.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
247.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
246.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
237.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
236.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
232.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
232.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
228.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
225.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
223.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
222.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
220.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
218.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
217.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
217.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
216.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
216.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
215.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
213.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
213.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
212.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
210.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
209.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
208.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
207.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
206.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
203.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
203.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
203.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
202.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
201.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
201.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
200.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
199.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
198.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
197.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
196.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
196.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
194.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
193.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
192.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
192.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
190.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
188.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
187.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
187.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
186.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
186.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
185.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
185.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
185.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
184.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
184.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
184.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
184.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
182.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
181.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
181.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
181.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
180.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
180.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
180.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
179.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
179.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
179.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
179.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
179.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
178.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
178.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
177.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
177.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
177.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
177.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
177.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
177.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
177.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
176.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
176.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
175.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
174.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
174.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
173.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
173.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
173.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
172.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
172.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
172.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
172.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
171.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
169.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
169.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
169.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
168.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
168.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
168.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
167.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
167.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
167.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
166.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
166.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
166.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
166.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
166.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
166.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
164.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
164.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
164.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
164.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
163.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
163.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
163.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
162.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
162.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
161.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
161.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
160.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
160.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
160.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
160.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
159.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
159.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
159.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
159.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
158.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
158.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
158.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
157.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
156.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
156.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
156.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
156.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
155.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
154.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
154.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
152.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
152.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
151.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
150.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
149.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
149.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
148.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
148.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
147.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
147.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
147.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
147.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
147.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
146.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
146.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
146.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
146.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
145.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
145.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
145.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
144.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
144.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
143.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
143.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
143.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
142.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
142.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
141.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
141.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
141.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
141.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
141.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
140.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
140.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
140.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
140.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
139.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
139.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
139.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
137.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
137.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
137.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
137.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
136.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
136.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
136.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
136.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
136.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
136.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
135.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
134.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
134.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
134.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
134.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
134.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
133.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
133.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
133.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
133.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
132.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
132.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
132.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
131.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
131.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
131.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
130.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
130.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
130.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
130.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
130.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
129.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
129.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
129.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
129.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
129.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
129.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
129.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
128.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
128.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
128.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
127.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
127.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
127.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
127.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
127.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
126.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
126.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
125.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
125.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
125.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
125.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
125.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
125.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
125.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
124.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
124.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
124.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
124.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
124.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
124.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
124.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
123.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
123.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
123.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
122.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
122.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
121.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
121.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
121.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
120.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
120.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
120.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
120.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
120.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
120.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
119.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
119.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
119.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
118.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
118.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
118.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
118.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
117.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
117.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
117.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
117.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
117.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
117.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
116.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
116.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
116.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
116.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
115.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
115.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
115.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
115.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
114.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
114.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
114.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
113.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
113.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
112.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
112.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
112.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
111.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
110.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
110.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
110.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
109.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
109.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
109.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
109.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
109.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
109.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
108.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
108.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
108.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
108.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
108.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
108.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
107.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
107.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
107.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
107.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
107.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
107.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
107.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
106.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
106.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
106.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
105.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
104.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
104.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
104.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
103.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
103.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
103.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
102.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
102.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
101.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
101.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
101.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
101.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
100.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
100.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
100.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
99.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
98.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
98.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
98.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
98.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
98.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
97.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
97.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
97.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
97.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
96.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
96.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
96.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
96.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
95.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
95.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
95.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
93.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
93.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
93.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
93.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
92.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
92.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
91.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
90.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
88.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
88.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
88.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
88.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
88.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
87.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
87.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
86.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
86.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
85.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
85.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
84.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
83.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
83.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
83.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
83.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
83.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
83.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
83.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
82.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
82.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
82.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
82.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
81.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
81.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
81.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
81.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
81.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
80.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
80.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
80.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
80.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
79.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
79.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
78.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
78.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
77.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
77.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
76.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
76.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
76.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
76.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
76.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
75.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
75.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
75.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
75.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
75.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
74.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
74.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
73.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
73.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
73.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
73.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
73.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
73.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
72.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
72.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
72.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
71.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
71.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
71.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
71.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
69.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
68.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
68.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
66.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
66.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
66.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
64.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
64.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
64.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
64.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
63.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
63.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
63.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
62.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
62.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
61.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
61.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
61.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
61.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
60.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
60.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
59.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
58.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
58.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
57.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
57.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
55.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
54.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
54.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
53.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
53.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
53.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
52.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
52.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
52.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
52.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
51.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
50.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
49.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
49.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
48.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
48.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
48.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
48.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
48.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
46.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
45.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
45.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
44.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
41.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
40.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
40.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
40.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
39.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
39.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
38.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
38.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
38.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
36.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
35.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
35.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
35.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
34.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
33.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
31.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
31.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
31.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
30.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
28.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
28.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
28.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
28.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
27.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
25.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
25.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
24.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
22.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
20.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
20.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
18.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
17.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
17.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
17.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
17.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
16.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
15.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
13.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
13.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
12.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
11.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
8.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
8.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
8.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
8.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
7.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
6.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
6.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
5.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
4.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
4.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
4.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
3.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
3.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
EHD2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
88.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
230.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
217.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
205.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
171.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
151.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
151.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
148.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
145.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
137.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
134.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
133.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
130.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
129.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
129.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
129.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
122.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
122.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
121.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
121.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
119.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
118.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
117.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
115.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
114.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
114.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
108.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
108.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
108.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
107.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
106.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
106.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
105.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
103.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
103.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
102.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
101.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
99.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
99.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
97.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
94.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
94.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
93.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
92.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
92.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
91.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
90.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
90.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
90.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
89.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
88.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
87.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
86.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
85.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
84.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
83.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
81.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
80.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
79.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
76.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
76.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
75.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
74.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
74.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
74.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
72.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
72.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
71.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
71.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
71.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
67.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
65.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
64.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
63.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
62.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
62.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
62.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
62.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
60.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
55.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
55.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
52.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
51.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
51.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
45.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
44.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
42.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
39.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
39.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
38.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
37.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
37.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
35.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
35.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
29.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
29.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
17.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
14.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
13.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
EHD2 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
57.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
338.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
337.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
273.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
248.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
236.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
217.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
193.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
183.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
167.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
161.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
156.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
145.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
143.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
140.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
140.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
136.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
130.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
127.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
126.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
126.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
123.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
121.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
120.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
117.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
114.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
112.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
112.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
111.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
111.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
110.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
106.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
106.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
104.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
102.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
99.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
99.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
99.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
98.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
98.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
98.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
97.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
94.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
94.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
93.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
92.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
92.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
90.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
89.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
89.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
89.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
88.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
88.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
87.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
87.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
86.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
86.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
86.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
86.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
85.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
85.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
85.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
84.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
84.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
82.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
82.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
82.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
81.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
78.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
76.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
76.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
75.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
74.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
73.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
71.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
71.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
71.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
70.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
70.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
69.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
68.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
67.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
67.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
66.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
66.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
66.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
65.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
65.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
64.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
63.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
63.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
63.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
63.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
62.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
62.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
62.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
62.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
61.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
61.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
61.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
60.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
60.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
60.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
59.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
59.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
59.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
59.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
58.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
58.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
57.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
56.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
55.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
55.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
55.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
54.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
53.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
53.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
52.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
51.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
51.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
50.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
50.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
50.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
50.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
50.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
49.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
49.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
49.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
49.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
49.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
49.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
48.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
48.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
48.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
48.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
47.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
47.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
47.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
47.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
46.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
46.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
46.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
46.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
46.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
46.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
45.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
45.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
45.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
44.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
44.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
44.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
43.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
42.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
42.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
41.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
41.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
41.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
41.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
40.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
40.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
40.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
39.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
39.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
39.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
39.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
39.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
39.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
39.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
38.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
37.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
37.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
37.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
37.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
37.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
36.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
36.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
36.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
36.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
36.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
36.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
35.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
35.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
35.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
35.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
35.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
34.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
34.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
34.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
34.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
34.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
33.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
33.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
33.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
33.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
32.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
32.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
32.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
32.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
31.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
31.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
30.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
30.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
30.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
29.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
29.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
29.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
29.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
29.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
28.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
28.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
27.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
27.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
27.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
27.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
27.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
27.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
26.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
26.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
26.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
25.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
25.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
25.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
24.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
24.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
23.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
22.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
22.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
21.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
21.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
20.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
20.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
20.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
19.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
19.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
18.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
17.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
17.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
17.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
17.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
16.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
16.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
16.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
15.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
15.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
15.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
15.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
14.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
14.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
14.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
14.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
13.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
13.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
12.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
12.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
11.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
11.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
11.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
10.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
10.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
9.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
9.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
9.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
8.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
8.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
8.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
8.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
7.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
7.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
7.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
7.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
7.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
7.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
6.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
5.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
5.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
5.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
4.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
4.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
3.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
3.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
1.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012080003
Tumor
1.6
CPT0011240003
Tumor
1.6
CPT0077490003
Tumor
1.4
CPT0088630003
Tumor
1.3
CPT0000640003
Tumor
1.3
CPT0077110003
Tumor
1.2
CPT0010160003
Tumor
1.2
CPT0075560003
Tumor
1.1
CPT0066480003
Tumor
1.1
CPT0009000003
Tumor
1.1
CPT0088900003
Tumor
1.0
CPT0088760003
Tumor
1.0
CPT0006630003
Tumor
1.0
CPT0086870003
Tumor
1.0
CPT0021240003
Tumor
1.0
CPT0081600003
Tumor
0.9
CPT0079480003
Tumor
0.9
CPT0065690003
Tumor
0.9
CPT0000780007
Tumor
0.9
CPT0015910003
Tumor
0.9
CPT0026410003
Tumor
0.8
CPT0079270003
Tumor
0.8
CPT0071150004
Tumor
0.8
CPT0079510001
Normal
0.8
CPT0075720003
Tumor
0.8
CPT0014450004
Tumor
0.8
CPT0085670003
Tumor
0.8
CPT0092730003
Tumor
0.8
CPT0012370003
Tumor
0.8
CPT0019990003
Tumor
0.8
CPT0006440003
Tumor
0.7
CPT0086950003
Tumor
0.7
CPT0025880003
Tumor
0.7
CPT0025290003
Tumor
0.7
CPT0014370004
Tumor
0.7
CPT0025350003
Tumor
0.7
CPT0025230003
Tumor
0.7
CPT0092790003
Tumor
0.6
CPT0089020003
Tumor
0.6
CPT0001540009
Tumor
0.6
CPT0010120001
Normal
0.6
CPT0078510003
Tumor
0.6
CPT0066470004
Tumor
0.5
CPT0081990003
Tumor
0.5
CPT0069000003
Tumor
0.5
CPT0007860003
Tumor
0.5
CPT0017410003
Tumor
0.5
CPT0000870016
Tumor
0.5
CPT0023690003
Tumor
0.5
CPT0065870003
Tumor
0.5
CPT0002370001
Normal
0.5
CPT0024670003
Tumor
0.5
CPT0025170003
Tumor
0.5
CPT0006900003
Tumor
0.5
CPT0089460004
Tumor
0.4
CPT0019130003
Tumor
0.4
CPT0065930003
Tumor
0.4
CPT0015810003
Tumor
0.4
CPT0025110003
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0069190001
Normal
0.3
CPT0078990003
Tumor
0.3
CPT0012670003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0086030003
Tumor
0.3
CPT0086970003
Normal
0.3
CPT0012900004
Tumor
0.3
CPT0063320003
Tumor
0.3
CPT0075130003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0012280003
Tumor
0.2
CPT0065750003
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0009060003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0077310003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0063630003
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0081880003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0069160003
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0025580004
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0088480003
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0014160003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0079380003
Tumor
-0.1
CPT0076330003
Tumor
-0.1
CPT0078530001
Normal
-0.1
CPT0088690003
Tumor
-0.1
CPT0009020003
Normal
-0.1
CPT0079300001
Normal
-0.1
CPT0079410003
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0084560003
Tumor
-0.2
CPT0086830003
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0001510001
Normal
-0.2
CPT0025050003
Tumor
-0.2
CPT0007470001
Normal
-0.2
CPT0001180009
Tumor
-0.2
CPT0069010001
Normal
-0.2
CPT0000890001
Normal
-0.2
CPT0064370003
Tumor
-0.3
CPT0086360003
Tumor
-0.3
CPT0086890003
Normal
-0.3
CPT0002350011
Tumor
-0.3
CPT0020120003
Tumor
-0.3
CPT0007870001
Normal
-0.3
CPT0001500009
Tumor
-0.3
CPT0078940001
Normal
-0.3
CPT0066520001
Normal
-0.3
CPT0001230001
Normal
-0.3
CPT0020020001
Normal
-0.3
CPT0009080003
Normal
-0.3
CPT0075570001
Normal
-0.3
CPT0014470001
Normal
-0.4
CPT0001270001
Normal
-0.4
CPT0065430003
Tumor
-0.4
CPT0075170001
Normal
-0.4
CPT0025920001
Normal
-0.4
CPT0084590001
Normal
-0.4
CPT0079430001
Normal
-0.4
CPT0088640003
Normal
-0.4
CPT0012090003
Normal
-0.4
CPT0018250001
Normal
-0.5
CPT0063330001
Normal
-0.5
CPT0086820003
Tumor
-0.5
CPT0012290003
Normal
-0.5
CPT0013790003
Normal
-0.5
CPT0023350003
Tumor
-0.5
CPT0081620001
Normal
-0.5
CPT0079000001
Normal
-0.6
CPT0014350001
Normal
-0.6
CPT0064400001
Normal
-0.6
CPT0000660001
Normal
-0.6
CPT0092800003
Normal
-0.6
CPT0077320001
Normal
-0.6
CPT0012570003
Normal
-0.6
CPT0012180003
Tumor
-0.6
CPT0089040001
Normal
-0.6
CPT0077500001
Normal
-0.6
CPT0088550004
Tumor
-0.7
CPT0017450001
Normal
-0.7
CPT0010170001
Normal
-0.7
CPT0089480003
Normal
-0.7
CPT0063640001
Normal
-0.7
CPT0088570001
Normal
-0.7
CPT0012550003
Tumor
-0.7
CPT0017850003
Tumor
-0.7
CPT0078670001
Normal
-0.7
CPT0006530001
Normal
-0.7
CPT0001190001
Normal
-0.7
CPT0012770003
Normal
-0.7
CPT0023710001
Normal
-0.8
CPT0023360001
Normal
-0.8
CPT0082010001
Normal
-0.8
CPT0006950001
Normal
-0.8
CPT0025610001
Normal
-0.8
CPT0026420001
Normal
-0.8
CPT0015730003
Tumor
-0.8
CPT0066430001
Normal
-0.8
CPT0077140001
Normal
-0.8
CPT0078660003
Tumor
-0.8
CPT0001340003
Tumor
-0.8
CPT0079180003
Tumor
-0.9
CPT0076350001
Normal
-0.9
CPT0000790001
Normal
-0.9
CPT0006730001
Normal
-0.9
CPT0025060001
Normal
-0.9
CPT0086370003
Normal
-0.9
CPT0014130001
Normal
-0.9
CPT0065450001
Normal
-1.0
CPT0088920001
Normal
-1.0
CPT0065820001
Normal
-1.0
CPT0088710001
Normal
-1.0
CPT0011410003
Tumor
-1.0
CPT0087050003
Normal
-1.0
CPT0001350001
Normal
-1.1
CPT0078840001
Normal
-1.1
CPT0092310003
Normal
-1.1
CPT0088780001
Normal
-1.1
CPT0092740003
Normal
-1.1
CPT0002270011
Tumor
-1.5
CPT0088970003
Tumor
-1.5
CPT0078800003
Tumor
-1.8
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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
