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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.
ERH 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
112.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
211.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
197.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
190.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
185.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
181.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
175.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
168.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
159.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
157.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
153.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
140.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
136.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
136.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
135.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
135.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
133.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
132.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
129.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
129.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
129.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
127.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
124.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
124.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
124.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
124.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
121.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
121.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
118.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
114.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
114.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
113.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
113.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
111.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
111.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
108.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
108.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
105.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
105.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
101.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
99.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
98.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
97.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
94.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
91.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
90.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
88.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
87.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
87.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
84.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
84.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
82.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
79.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
78.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
78.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
75.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
68.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
64.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
64.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
62.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
53.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
50.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
50.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
41.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
ERH is not prognostic 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
115.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
485.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
308.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
301.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
254.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
239.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
209.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
204.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
202.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
200.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
194.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
194.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
188.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
187.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
185.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
183.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
182.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
180.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
180.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
180.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
177.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
176.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
175.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
174.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
174.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
174.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
170.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
169.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
169.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
169.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
168.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
168.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
166.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
166.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
166.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
166.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
165.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
164.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
163.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
163.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
163.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
162.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
162.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
162.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
160.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
160.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
159.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
158.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
157.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
157.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
156.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
155.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
155.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
154.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
154.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
153.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
153.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
152.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
150.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
150.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
149.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
149.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
149.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
149.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
149.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
148.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
148.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
148.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
147.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
147.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
147.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
147.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
147.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
146.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
146.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
146.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
146.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
145.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
145.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
145.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
145.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
145.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
145.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
145.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
145.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
145.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
144.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
144.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
144.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
144.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
144.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
143.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
143.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
143.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
143.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
143.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
142.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
142.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
142.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
142.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
142.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
142.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
141.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
141.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
141.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
141.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
141.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
141.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
141.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
140.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
139.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
139.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
139.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
139.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
138.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
138.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
137.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
137.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
137.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
137.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
137.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
136.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
136.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
136.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
136.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
136.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
136.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
136.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
135.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
135.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
135.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
134.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
134.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
134.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
134.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
134.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
134.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
134.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
133.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
133.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
133.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
133.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
132.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
132.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
132.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
132.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
132.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
132.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
132.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
131.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
131.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
131.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
131.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
130.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
130.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
130.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
130.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
130.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
130.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
129.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
129.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
129.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
129.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
128.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
128.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
128.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
128.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
128.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
128.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
128.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
128.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
127.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
127.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
126.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
126.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
126.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
126.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
126.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
125.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
125.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
125.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
125.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
125.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
124.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
124.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
124.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
124.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
124.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
124.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
124.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
124.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
124.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
124.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
124.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
124.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
123.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
123.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
123.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
123.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
123.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
123.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
123.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
123.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
123.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
123.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
122.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
122.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
122.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
122.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
122.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
122.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
121.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
121.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
121.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
121.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
121.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
121.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
120.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
120.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
120.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
120.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
120.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
120.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
120.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
119.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
119.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
119.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
119.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
119.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
119.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
118.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
118.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
118.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
118.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
118.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
118.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
118.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
118.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
117.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
117.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
117.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
117.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
117.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
117.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
117.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
117.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
116.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
116.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
116.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
116.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
116.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
115.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
115.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
114.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
114.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
114.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
114.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
114.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
114.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
114.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
113.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
113.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
113.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
113.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
113.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
113.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
112.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
112.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
112.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
112.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
112.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
112.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
111.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
111.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
111.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
111.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
111.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
111.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
110.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
110.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
110.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
110.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
110.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
110.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
110.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
110.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
110.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
110.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
110.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
109.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
109.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
109.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
109.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
108.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
108.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
108.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
108.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
108.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
108.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
107.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
107.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
107.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
107.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
106.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
105.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
105.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
105.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
105.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
105.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
105.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
105.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
105.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
104.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
104.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
104.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
104.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
104.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
104.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
104.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
104.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
103.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
103.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
103.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
103.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
103.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
103.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
103.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
103.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
103.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
103.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
103.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
103.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
102.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
102.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
102.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
102.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
102.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
101.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
101.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
100.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
100.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
100.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
100.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
100.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
100.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
100.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
99.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
99.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
99.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
99.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
99.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
98.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
98.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
98.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
98.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
98.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
98.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
98.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
97.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
97.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
96.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
96.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
96.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
95.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
95.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
95.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
95.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
95.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
95.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
95.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
94.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
94.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
94.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
94.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
94.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
94.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
93.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
93.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
93.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
93.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
93.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
93.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
93.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
93.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
93.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
92.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
92.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
92.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
91.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
91.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
91.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
90.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
90.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
90.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
90.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
90.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
90.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
90.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
90.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
89.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
89.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
89.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
89.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
88.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
87.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
87.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
87.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
87.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
87.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
87.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
86.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
86.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
86.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
86.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
86.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
86.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
85.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
85.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
85.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
85.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
85.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
85.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
85.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
85.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
85.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
84.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
84.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
84.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
84.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
84.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
84.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
84.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
84.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
84.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
84.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
84.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
83.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
83.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
82.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
82.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
82.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
82.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
82.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
82.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
81.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
81.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
80.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
80.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
80.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
80.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
80.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
80.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
80.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
80.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
79.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
79.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
79.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
78.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
78.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
77.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
76.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
76.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
76.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
75.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
75.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
75.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
75.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
75.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
75.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
74.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
74.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
73.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
73.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
73.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
72.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
72.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
72.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
72.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
72.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
71.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
71.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
71.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
70.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
70.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
69.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
69.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
69.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
68.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
68.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
68.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
68.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
67.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
67.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
66.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
66.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
65.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
65.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
65.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
64.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
64.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
64.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
64.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
63.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
62.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
61.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
59.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
58.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
58.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
57.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
57.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
56.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
56.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
53.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
52.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
50.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
49.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
48.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
48.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
40.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
38.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
34.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
ERH 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
106.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
239.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
173.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
171.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
158.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
157.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
153.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
151.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
151.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
141.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
141.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
139.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
139.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
138.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
137.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
137.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
136.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
135.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
132.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
131.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
131.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
130.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
128.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
128.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
128.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
125.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
125.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
124.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
124.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
121.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
120.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
119.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
116.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
116.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
115.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
115.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
115.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
114.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
114.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
113.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
112.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
111.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
110.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
109.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
108.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
106.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
105.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
105.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
104.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
104.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
104.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
103.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
103.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
103.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
103.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
101.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
99.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
99.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
99.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
99.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
99.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
98.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
97.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
96.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
95.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
95.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
94.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
94.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
92.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
92.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
91.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
90.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
88.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
86.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
86.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
86.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
86.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
85.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
83.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
81.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
81.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
81.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
80.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
79.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
79.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
79.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
77.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
77.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
76.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
72.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
71.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
71.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
71.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
70.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
64.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
63.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
63.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
57.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
53.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
49.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ERH 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
102.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
311.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
270.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
243.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
242.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
236.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
219.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
196.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
196.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
192.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
190.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
187.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
185.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
174.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
173.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
171.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
171.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
168.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
167.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
164.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
164.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
164.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
163.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
163.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
161.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
160.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
155.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
154.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
154.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
152.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
152.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
150.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
148.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
147.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
146.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
146.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
146.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
146.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
145.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
144.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
143.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
142.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
141.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
141.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
141.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
141.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
140.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
140.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
139.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
139.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
139.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
139.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
139.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
138.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
138.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
138.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
138.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
138.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
138.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
137.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
136.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
136.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
135.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
134.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
134.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
134.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
134.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
132.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
132.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
132.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
132.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
131.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
131.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
131.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
130.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
130.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
129.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
127.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
127.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
127.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
126.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
125.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
124.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
124.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
124.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
124.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
124.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
123.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
123.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
123.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
123.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
122.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
122.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
122.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
122.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
122.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
121.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
121.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
120.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
119.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
119.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
118.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
117.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
117.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
117.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
117.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
116.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
116.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
116.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
115.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
115.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
115.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
115.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
114.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
114.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
114.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
113.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
113.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
113.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
113.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
112.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
112.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
112.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
112.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
112.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
111.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
111.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
111.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
111.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
111.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
111.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
110.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
110.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
110.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
109.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
109.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
108.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
108.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
108.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
108.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
107.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
105.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
105.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
104.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
103.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
103.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
102.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
102.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
101.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
101.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
101.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
100.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
100.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
100.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
99.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
99.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
98.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
98.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
98.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
98.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
98.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
98.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
97.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
97.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
95.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
95.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
95.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
94.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
94.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
93.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
92.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
91.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
91.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
91.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
90.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
90.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
90.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
89.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
89.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
89.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
88.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
88.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
86.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
86.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
86.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
86.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
86.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
85.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
85.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
85.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
85.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
85.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
84.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
84.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
84.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
84.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
84.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
83.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
83.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
82.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
82.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
82.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
82.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
81.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
81.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
81.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
80.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
80.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
79.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
78.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
78.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
78.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
78.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
78.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
77.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
77.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
77.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
77.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
75.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
75.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
73.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
73.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
73.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
72.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
72.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
69.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
68.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
66.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
66.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
65.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
65.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
64.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
63.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
63.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
62.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
60.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
60.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
58.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
57.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
57.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
56.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
54.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
54.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
53.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
50.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
50.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
50.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
48.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
48.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
45.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
44.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
44.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
42.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
37.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
36.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
36.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
35.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
35.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
33.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
33.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
31.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
31.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
29.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
25.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
21.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
19.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
19.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
19.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
15.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0084560003
Tumor
0.6
CPT0077110003
Tumor
0.6
CPT0084590001
Normal
0.6
CPT0001270001
Normal
0.6
CPT0012640003
Normal
0.6
CPT0079510001
Normal
0.5
CPT0078990003
Tumor
0.5
CPT0079300001
Normal
0.5
CPT0026410003
Tumor
0.5
CPT0001540009
Tumor
0.4
CPT0085670003
Tumor
0.4
CPT0001340003
Tumor
0.4
CPT0077320001
Normal
0.4
CPT0009060003
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0075170001
Normal
0.4
CPT0006440003
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0010120001
Normal
0.4
CPT0088550004
Tumor
0.4
CPT0075720003
Tumor
0.4
CPT0088970003
Tumor
0.3
CPT0065870003
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0012180003
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0082010001
Normal
0.3
CPT0020130001
Normal
0.3
CPT0017850003
Tumor
0.3
CPT0065430003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0069190001
Normal
0.2
CPT0079000001
Normal
0.2
CPT0025350003
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0009020003
Normal
0.2
CPT0012920003
Normal
0.2
CPT0012290003
Normal
0.2
CPT0092730003
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0088630003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0006530001
Normal
0.2
CPT0079410003
Tumor
0.2
CPT0001180009
Tumor
0.2
CPT0078530001
Normal
0.2
CPT0077490003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0025610001
Normal
0.2
CPT0000870016
Tumor
0.2
CPT0007870001
Normal
0.2
CPT0012900004
Tumor
0.2
CPT0002370001
Normal
0.2
CPT0001230001
Normal
0.2
CPT0075130003
Tumor
0.1
CPT0000640003
Tumor
0.1
CPT0069000003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0064370003
Tumor
0.1
CPT0078800003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0017410003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0079430001
Normal
0.1
CPT0079270003
Tumor
0.1
CPT0012570003
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0013790003
Normal
0.1
CPT0063330001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0088500001
Normal
0.1
CPT0086950003
Tumor
0.1
CPT0076350001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0088690003
Tumor
0.1
CPT0086830003
Normal
0.1
CPT0009080003
Normal
0.1
CPT0088570001
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0069010001
Normal
0.1
CPT0012770003
Normal
0.1
CPT0012090003
Normal
0.1
CPT0078670001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0006730001
Normal
0.1
CPT0012670003
Tumor
0.1
CPT0000890001
Normal
0.1
CPT0000790001
Normal
0.1
CPT0017450001
Normal
0.0
CPT0092790003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0086890003
Normal
0.0
CPT0014450004
Tumor
0.0
CPT0088480003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0018250001
Normal
0.0
CPT0012550003
Tumor
0.0
CPT0002270011
Tumor
0.0
CPT0069160003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0088780001
Normal
0.0
CPT0078660003
Tumor
0.0
CPT0014370004
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0011410003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0079180003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0077140001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0014130001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0024670003
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0092290003
Tumor
0.0
CPT0006950001
Normal
0.0
CPT0066430001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0025060001
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0001350001
Normal
0.0
CPT0025230003
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0065450001
Normal
-0.1
CPT0086360003
Tumor
-0.1
CPT0088760003
Tumor
-0.1
CPT0063630003
Tumor
-0.1
CPT0020020001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0066480003
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0078830003
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0021240003
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0012280003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0015910003
Tumor
-0.1
CPT0092800003
Normal
-0.1
CPT0025110003
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0065810003
Tumor
-0.1
CPT0078840001
Normal
-0.2
CPT0063640001
Normal
-0.2
CPT0081880003
Tumor
-0.2
CPT0078930003
Tumor
-0.2
CPT0009000003
Tumor
-0.2
CPT0023350003
Tumor
-0.2
CPT0002350011
Tumor
-0.2
CPT0077500001
Normal
-0.2
CPT0076330003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0023710001
Normal
-0.2
CPT0087040003
Tumor
-0.2
CPT0089040001
Normal
-0.2
CPT0007320003
Tumor
-0.2
CPT0089460004
Tumor
-0.2
CPT0092160003
Tumor
-0.2
CPT0001500009
Tumor
-0.2
CPT0025880003
Tumor
-0.2
CPT0063320003
Tumor
-0.3
CPT0025290003
Tumor
-0.3
CPT0015810003
Tumor
-0.3
CPT0026420001
Normal
-0.3
CPT0065750003
Tumor
-0.3
CPT0006630003
Tumor
-0.3
CPT0019990003
Tumor
-0.3
CPT0066470004
Tumor
-0.4
CPT0025170003
Tumor
-0.4
CPT0065690003
Tumor
-0.4
CPT0065930003
Tumor
-0.5
CPT0077310003
Tumor
-0.5
CPT0020120003
Tumor
-0.6
CPT0078510003
Tumor
-0.7
CPT0014160003
Tumor
-0.7
CPT0086030003
Tumor
-0.8
CPT0007860003
Tumor
-0.9
CPT0015730003
Tumor
-1.1
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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
