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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.
ETS1 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
91.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
62.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
50.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
37.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
36.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
31.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
30.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
27.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
26.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
25.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
25.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
24.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
21.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
20.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
19.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
18.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
18.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
17.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
16.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
16.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
15.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
15.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
15.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
14.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
14.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
13.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
12.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
12.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
12.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
12.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
12.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
11.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
10.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
10.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
10.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
10.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
10.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
10.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
9.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
9.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
9.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
8.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
8.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
8.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
7.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
7.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
6.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
5.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
5.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
5.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
4.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
4.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
4.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
4.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
4.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
4.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
4.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
4.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
4.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
3.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
2.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
2.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
1.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 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.
ETS1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
86.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
294.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
292.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
267.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
262.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
261.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
252.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
252.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
250.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
249.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
247.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
235.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
233.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
232.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
226.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
225.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
216.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
215.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
213.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
213.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
212.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
211.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
210.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
201.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
200.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
200.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
200.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
192.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
192.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
191.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
191.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
189.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
185.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
183.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
182.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
181.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
181.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
180.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
177.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
176.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
176.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
176.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
172.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
171.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
171.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
167.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
164.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
164.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
164.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
163.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
163.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
162.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
161.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
160.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
158.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
158.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
157.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
156.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
152.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
152.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
152.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
152.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
152.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
150.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
150.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
149.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
149.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
149.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
148.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
147.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
144.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
143.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
143.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
143.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
143.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
143.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
141.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
141.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
141.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
140.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
139.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
139.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
138.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
138.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
138.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
138.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
138.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
138.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
137.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
136.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
135.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
135.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
134.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
133.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
132.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
132.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
131.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
130.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
130.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
130.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
129.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
129.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
129.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
129.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
128.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
127.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
126.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
126.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
126.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
125.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
125.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
125.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
125.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
124.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
124.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
123.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
123.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
121.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
121.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
121.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
121.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
121.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
121.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
121.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
120.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
120.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
120.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
120.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
119.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
119.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
119.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
118.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
118.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
118.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
117.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
117.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
117.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
116.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
116.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
116.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
116.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
114.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
114.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
114.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
113.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
113.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
112.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
111.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
111.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
111.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
109.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
109.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
109.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
109.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
108.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
107.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
107.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
107.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
106.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
106.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
106.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
106.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
105.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
105.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
105.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
105.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
104.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
103.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
103.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
103.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
103.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
103.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
101.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
99.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
99.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
99.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
98.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
97.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
97.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
97.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
97.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
97.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
96.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
96.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
96.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
96.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
95.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
95.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
95.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
95.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
94.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
94.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
94.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
94.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
94.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
94.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
93.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
93.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
93.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
93.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
92.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
91.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
91.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
91.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
90.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
90.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
90.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
90.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
90.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
89.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
89.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
89.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
89.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
89.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
88.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
88.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
88.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
88.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
88.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
88.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
87.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
87.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
87.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
87.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
86.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
86.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
85.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
85.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
84.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
84.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
84.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
84.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
84.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
83.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
83.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
83.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
83.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
83.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
82.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
82.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
82.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
81.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
80.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
80.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
80.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
80.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
79.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
79.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
79.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
79.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
78.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
78.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
78.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
78.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
78.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
77.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
77.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
77.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
77.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
77.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
76.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
76.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
76.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
76.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
76.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
75.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
75.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
74.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
74.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
73.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
73.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
73.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
73.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
73.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
73.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
72.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
72.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
72.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
72.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
72.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
71.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
71.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
71.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
71.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
71.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
71.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
70.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
70.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
69.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
69.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
69.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
69.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
69.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
68.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
68.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
68.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
68.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
68.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
67.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
67.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
67.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
67.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
66.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
66.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
65.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
65.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
65.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
65.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
64.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
64.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
64.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
64.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
64.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
63.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
62.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
61.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
61.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
61.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
60.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
60.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
60.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
60.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
59.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
59.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
59.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
59.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
59.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
59.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
59.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
58.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
58.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
58.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
58.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
58.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
58.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
57.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
57.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
57.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
57.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
57.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
57.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
56.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
56.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
56.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
56.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
56.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
56.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
56.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
56.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
55.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
55.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
55.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
55.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
55.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
54.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
54.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
54.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
53.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
53.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
53.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
53.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
53.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
52.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
52.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
52.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
52.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
52.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
52.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
51.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
51.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
51.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
51.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
51.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
51.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
51.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
51.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
51.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
49.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
49.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
49.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
49.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
49.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
48.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
48.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
48.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
47.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
46.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
46.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
46.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
46.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
46.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
46.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
45.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
45.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
45.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
44.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
44.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
44.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
44.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
44.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
43.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
43.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
43.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
42.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
42.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
42.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
42.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
41.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
40.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
40.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
40.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
39.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
39.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
39.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
39.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
39.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
39.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
38.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
38.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
38.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
37.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
37.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
37.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
37.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
37.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
37.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
36.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
36.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
35.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
35.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
34.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
34.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
34.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
34.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
33.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
32.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
32.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
31.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
31.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
30.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
30.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
30.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
30.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
30.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
29.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
29.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
29.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
29.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
29.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
28.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
28.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
28.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
28.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
27.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
26.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
26.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
25.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
25.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
25.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
24.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
23.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
23.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
22.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
22.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
22.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
22.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
22.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
22.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
21.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
20.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
20.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
19.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
19.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
19.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
19.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
19.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
19.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
17.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
17.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
17.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
17.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
16.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
16.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
16.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
16.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
16.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
16.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
15.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
15.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
15.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
15.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
15.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
14.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
13.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
13.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
13.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
13.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
12.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
12.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
11.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
11.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
11.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
11.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
11.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
10.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
10.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
10.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
10.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
10.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
9.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
8.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
8.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
8.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
8.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
8.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
8.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
7.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
5.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
5.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
3.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
3.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 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.
ETS1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
100.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
285.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
275.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
271.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
231.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
216.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
203.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
203.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
199.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
199.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
197.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
185.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
183.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
180.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
176.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
172.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
171.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
165.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
165.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
163.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
163.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
142.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
139.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
138.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
137.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
135.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
131.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
130.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
125.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
125.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
124.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
122.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
118.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
118.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
116.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
115.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
115.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
114.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
114.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
113.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
112.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
109.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
108.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
105.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
102.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
102.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
100.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
99.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
97.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
96.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
95.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
94.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
92.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
90.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
89.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
88.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
86.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
85.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
83.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
78.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
78.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
78.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
76.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
72.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
66.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
66.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
66.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
64.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
63.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
63.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
59.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
57.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
54.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
53.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
51.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
49.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
49.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
48.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
46.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
43.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
43.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
43.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
40.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
35.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
34.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
32.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
30.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
30.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
28.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
28.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
27.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
24.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
21.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
20.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
19.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
18.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
17.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
17.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
16.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
10.0
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.
ETS1 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
15.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
124.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
76.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
73.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
67.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
63.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
55.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
50.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
48.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
45.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
45.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
43.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
42.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
42.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
42.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
41.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
41.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
38.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
38.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
38.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
36.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
36.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
36.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
36.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
35.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
35.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
34.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
34.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
34.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
33.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
32.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
32.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
30.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
30.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
30.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
30.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
29.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
29.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
29.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
29.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
28.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
28.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
27.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
27.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
27.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
25.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
25.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
25.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
25.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
24.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
24.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
24.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
23.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
23.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
23.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
23.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
23.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
23.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
23.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
22.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
22.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
22.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
22.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
22.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
22.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
22.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
22.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
21.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
21.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
20.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
20.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
20.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
20.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
19.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
19.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
19.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
18.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
18.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
18.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
18.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
18.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
18.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
18.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
18.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
18.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
18.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
17.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
17.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
17.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
17.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
17.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
17.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
17.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
16.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
16.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
16.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
16.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
16.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
16.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
16.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
16.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
15.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
15.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
15.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
15.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
15.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
15.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
15.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
14.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
14.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
14.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
14.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
14.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
14.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
13.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
13.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
13.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
13.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
13.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
13.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
12.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
12.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
12.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
12.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
12.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
12.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
12.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
12.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
12.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
12.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
12.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
12.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
11.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
11.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
11.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
11.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
11.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
11.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
11.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
11.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
11.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
11.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
10.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
10.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
10.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
10.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
10.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
10.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
10.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
10.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
10.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
10.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
10.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
10.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
10.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
10.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
10.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
10.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
10.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
10.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
10.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
9.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
9.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
9.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
9.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
9.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
9.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
9.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
9.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
9.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
9.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
9.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
9.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
9.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
9.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
9.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
9.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
8.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
8.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
8.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
8.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
8.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
8.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
8.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
8.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
8.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
8.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
8.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
8.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
8.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
8.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
8.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
8.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
8.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
8.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
8.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
8.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
7.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
7.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
7.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
7.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
7.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
7.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
7.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
7.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
7.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
7.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
7.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
7.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
7.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
7.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
7.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
7.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
6.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
6.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
6.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
6.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
6.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
6.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
6.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
6.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
6.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
6.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
6.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
6.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
6.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
6.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
6.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
6.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
6.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
5.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
5.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
5.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
5.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
5.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
5.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
5.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
5.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
5.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
5.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
5.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
5.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
5.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
5.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
5.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
5.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
5.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
4.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
4.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
4.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
4.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
4.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
4.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
4.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
4.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
4.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
4.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
4.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
4.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
3.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
3.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
3.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
3.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
3.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
3.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
3.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
3.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
2.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
2.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
2.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
2.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
2.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
2.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
2.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078990003
Tumor
0.9
CPT0088760003
Tumor
0.9
CPT0092730003
Tumor
0.9
CPT0012080003
Tumor
0.9
CPT0025350003
Tumor
0.8
CPT0012180003
Tumor
0.8
CPT0077490003
Tumor
0.8
CPT0079380003
Tumor
0.8
CPT0006630003
Tumor
0.8
CPT0066470004
Tumor
0.8
CPT0085670003
Tumor
0.7
CPT0010160003
Tumor
0.7
CPT0086870003
Tumor
0.7
CPT0015910003
Tumor
0.7
CPT0006900003
Tumor
0.6
CPT0088630003
Tumor
0.6
CPT0081600003
Tumor
0.6
CPT0025290003
Tumor
0.6
CPT0092160003
Tumor
0.6
CPT0010110003
Tumor
0.6
CPT0075720003
Tumor
0.6
CPT0081990003
Tumor
0.6
CPT0001270001
Normal
0.5
CPT0065690003
Tumor
0.5
CPT0014370004
Tumor
0.5
CPT0001260009
Tumor
0.5
CPT0020120003
Tumor
0.5
CPT0000870016
Tumor
0.5
CPT0092290003
Tumor
0.5
CPT0023690003
Tumor
0.5
CPT0077110003
Tumor
0.5
CPT0078830003
Tumor
0.5
CPT0012670003
Tumor
0.4
CPT0000640003
Tumor
0.4
CPT0078930003
Tumor
0.4
CPT0092790003
Tumor
0.4
CPT0075560003
Tumor
0.4
CPT0078510003
Tumor
0.4
CPT0064370003
Tumor
0.4
CPT0079230003
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0088550004
Tumor
0.4
CPT0089020003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0086360003
Tumor
0.3
CPT0007860003
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0084560003
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0065810003
Tumor
0.3
CPT0019990003
Tumor
0.3
CPT0026410003
Tumor
0.3
CPT0065870003
Tumor
0.3
CPT0015810003
Tumor
0.3
CPT0079480003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0077320001
Normal
0.2
CPT0089460004
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0002350011
Tumor
0.2
CPT0086030003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0001180009
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0025110003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0025050003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0017850003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0075170001
Normal
0.0
CPT0010120001
Normal
0.0
CPT0084590001
Normal
0.0
CPT0088480003
Tumor
0.0
CPT0014160003
Tumor
0.0
CPT0076330003
Tumor
0.0
CPT0081880003
Tumor
-0.1
CPT0019160001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0001340003
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0014470001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0001500009
Tumor
-0.1
CPT0026420001
Normal
-0.1
CPT0086950003
Tumor
-0.1
CPT0066430001
Normal
-0.1
CPT0063630003
Tumor
-0.1
CPT0079410003
Tumor
-0.2
CPT0069190001
Normal
-0.2
CPT0079300001
Normal
-0.2
CPT0001510001
Normal
-0.2
CPT0023350003
Tumor
-0.2
CPT0065750003
Tumor
-0.2
CPT0086820003
Tumor
-0.2
CPT0023710001
Normal
-0.2
CPT0078840001
Normal
-0.2
CPT0077500001
Normal
-0.2
CPT0014450004
Tumor
-0.2
CPT0075130003
Tumor
-0.2
CPT0006950001
Normal
-0.3
CPT0001190001
Normal
-0.3
CPT0069000003
Tumor
-0.3
CPT0000660001
Normal
-0.3
CPT0007470001
Normal
-0.3
CPT0088710001
Normal
-0.3
CPT0069010001
Normal
-0.3
CPT0020020001
Normal
-0.3
CPT0081620001
Normal
-0.3
CPT0088920001
Normal
-0.3
CPT0086370003
Normal
-0.3
CPT0077310003
Tumor
-0.3
CPT0015730003
Tumor
-0.4
CPT0018250001
Normal
-0.4
CPT0025610001
Normal
-0.4
CPT0077140001
Normal
-0.4
CPT0010170001
Normal
-0.4
CPT0023360001
Normal
-0.4
CPT0001350001
Normal
-0.4
CPT0092800003
Normal
-0.4
CPT0007870001
Normal
-0.4
CPT0006730001
Normal
-0.4
CPT0002370001
Normal
-0.4
CPT0092740003
Normal
-0.4
CPT0088780001
Normal
-0.4
CPT0014130001
Normal
-0.4
CPT0012640003
Normal
-0.4
CPT0063330001
Normal
-0.5
CPT0089480003
Normal
-0.5
CPT0078940001
Normal
-0.5
CPT0079000001
Normal
-0.5
CPT0082010001
Normal
-0.5
CPT0078670001
Normal
-0.5
CPT0079510001
Normal
-0.5
CPT0012090003
Normal
-0.5
CPT0092310003
Normal
-0.5
CPT0086970003
Normal
-0.5
CPT0020130001
Normal
-0.5
CPT0088640003
Normal
-0.6
CPT0064400001
Normal
-0.6
CPT0089040001
Normal
-0.6
CPT0063640001
Normal
-0.6
CPT0025060001
Normal
-0.6
CPT0025920001
Normal
-0.6
CPT0086890003
Normal
-0.6
CPT0078530001
Normal
-0.7
CPT0001230001
Normal
-0.8
CPT0087050003
Normal
-0.8
CPT0088970003
Tumor
-0.8
CPT0079430001
Normal
-0.8
CPT0088500001
Normal
-0.8
CPT0011410003
Tumor
-1.0
CPT0078660003
Tumor
-1.0
CPT0078800003
Tumor
-1.0
CPT0002270011
Tumor
-1.2
CPT0000790001
Normal
N/A
CPT0011240003
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0024670003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0079180003
Tumor
N/A
CPT0009000003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0009020003
Normal
N/A
CPT0066520001
Normal
N/A
CPT0012770003
Normal
N/A
CPT0017410003
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0012550003
Tumor
N/A
CPT0017450001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0009060003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.