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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.
PEA15 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
66.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
169.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
153.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
133.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
131.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
130.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
128.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
121.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
118.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
113.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
111.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
107.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
101.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
94.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
93.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
92.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
90.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
90.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
86.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
84.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
83.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
82.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
81.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
78.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
73.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
70.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
68.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
65.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
61.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
60.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
58.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
57.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
56.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
56.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
52.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
51.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
51.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
51.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
50.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
48.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
48.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
47.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
46.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
45.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
45.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
44.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
38.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
38.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
38.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
37.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
37.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
37.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
35.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
34.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
33.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
31.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
30.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
28.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
26.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
26.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
24.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
19.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
17.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
16.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
PEA15 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
136.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
457.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
292.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
280.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
275.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
268.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
268.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
260.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
258.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
257.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
257.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
253.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
249.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
244.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
240.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
239.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
236.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
235.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
234.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
233.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
233.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
231.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
231.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
231.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
229.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
227.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
226.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
225.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
225.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
225.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
222.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
220.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
220.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
219.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
219.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
216.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
214.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
213.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
213.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
213.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
208.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
207.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
206.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
206.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
206.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
205.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
205.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
205.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
204.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
202.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
201.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
201.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
200.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
200.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
199.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
199.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
198.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
198.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
197.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
197.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
194.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
194.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
194.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
194.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
193.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
193.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
191.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
191.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
191.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
191.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
190.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
190.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
188.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
188.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
188.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
188.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
186.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
186.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
185.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
185.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
185.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
185.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
184.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
184.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
184.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
183.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
181.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
181.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
180.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
180.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
180.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
180.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
179.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
178.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
178.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
178.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
178.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
177.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
177.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
177.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
177.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
177.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
176.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
176.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
175.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
175.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
174.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
174.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
174.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
174.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
174.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
172.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
172.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
171.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
170.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
170.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
169.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
169.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
169.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
168.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
168.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
167.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
166.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
166.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
166.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
166.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
166.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
166.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
166.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
165.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
165.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
165.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
165.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
165.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
164.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
164.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
164.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
164.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
164.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
164.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
164.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
163.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
163.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
163.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
163.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
163.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
162.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
162.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
161.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
161.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
161.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
160.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
160.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
160.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
160.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
160.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
159.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
159.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
159.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
159.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
159.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
159.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
159.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
159.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
158.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
158.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
158.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
158.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
157.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
157.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
157.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
157.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
157.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
157.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
156.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
156.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
156.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
156.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
155.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
155.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
155.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
154.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
154.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
154.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
154.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
154.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
154.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
154.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
153.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
153.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
153.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
152.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
152.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
152.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
151.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
151.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
151.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
149.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
149.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
149.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
149.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
148.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
148.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
148.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
148.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
147.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
147.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
147.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
147.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
147.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
147.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
147.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
146.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
146.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
146.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
146.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
145.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
145.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
145.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
145.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
144.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
144.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
144.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
143.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
143.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
143.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
143.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
143.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
143.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
142.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
142.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
142.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
141.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
141.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
141.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
141.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
140.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
139.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
138.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
138.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
138.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
138.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
138.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
138.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
138.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
137.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
137.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
137.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
137.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
137.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
137.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
136.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
136.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
136.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
136.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
136.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
135.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
135.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
135.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
135.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
134.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
134.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
134.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
134.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
133.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
132.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
132.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
132.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
132.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
132.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
131.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
131.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
130.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
130.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
130.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
130.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
130.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
130.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
130.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
130.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
130.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
130.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
130.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
130.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
129.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
129.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
129.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
129.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
129.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
129.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
128.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
127.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
127.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
127.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
126.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
126.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
126.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
125.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
125.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
124.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
123.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
123.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
122.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
122.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
122.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
122.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
122.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
121.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
121.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
121.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
120.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
120.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
120.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
120.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
120.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
120.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
120.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
119.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
119.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
119.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
119.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
118.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
117.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
117.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
117.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
117.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
117.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
116.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
116.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
116.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
116.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
116.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
115.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
115.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
115.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
115.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
115.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
114.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
114.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
114.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
113.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
113.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
113.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
113.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
113.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
112.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
112.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
111.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
111.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
111.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
110.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
110.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
110.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
110.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
110.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
109.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
109.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
109.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
109.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
109.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
109.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
108.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
108.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
108.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
108.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
107.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
107.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
107.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
107.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
106.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
106.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
106.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
106.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
106.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
105.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
105.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
105.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
105.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
105.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
104.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
104.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
104.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
104.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
104.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
104.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
103.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
103.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
103.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
103.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
103.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
103.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
102.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
102.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
101.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
100.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
100.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
99.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
99.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
98.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
98.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
98.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
97.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
97.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
97.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
97.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
96.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
96.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
96.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
96.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
96.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
96.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
96.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
96.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
96.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
95.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
95.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
95.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
95.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
95.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
94.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
94.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
93.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
93.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
92.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
92.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
92.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
91.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
91.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
90.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
90.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
90.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
90.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
89.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
88.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
88.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
88.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
88.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
88.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
88.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
88.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
88.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
87.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
87.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
86.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
86.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
86.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
85.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
85.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
85.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
83.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
81.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
80.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
79.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
78.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
76.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
75.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
75.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
75.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
75.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
74.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
74.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
73.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
73.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
73.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
72.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
72.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
72.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
71.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
71.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
71.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
71.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
71.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
71.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
71.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
70.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
69.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
68.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
68.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
68.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
66.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
66.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
64.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
63.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
63.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
61.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
61.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
61.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
58.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
58.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
58.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
56.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
54.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
54.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
53.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
53.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
52.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
51.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
51.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
50.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
48.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
47.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
47.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
46.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
46.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
45.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
45.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
45.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
44.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
44.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
42.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
41.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
40.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
40.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
38.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
38.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
35.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
35.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
32.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
32.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
29.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
24.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 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.
PEA15 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
123.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
279.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
278.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
273.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
210.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
201.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
200.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
198.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
186.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
180.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
175.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
173.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
172.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
171.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
170.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
163.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
160.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
155.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
155.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
151.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
150.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
149.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
148.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
148.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
143.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
143.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
141.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
139.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
139.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
139.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
134.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
134.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
133.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
131.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
130.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
130.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
130.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
129.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
127.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
126.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
126.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
126.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
125.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
125.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
124.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
123.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
123.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
123.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
122.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
121.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
119.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
118.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
118.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
116.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
115.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
114.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
114.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
113.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
113.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
113.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
113.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
112.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
112.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
112.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
111.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
111.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
108.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
106.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
105.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
104.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
103.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
101.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
99.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
97.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
95.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
93.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
91.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
88.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
88.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
87.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
87.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
84.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
83.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
82.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
82.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
81.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
80.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
80.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
79.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
79.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
77.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
71.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
67.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
64.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
62.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
62.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
59.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
57.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
44.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
43.2
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.
PEA15 is potential prognostic, high expression is unfavorable 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
75.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
282.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
215.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
210.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
199.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
198.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
192.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
192.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
191.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
187.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
179.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
177.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
177.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
176.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
171.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
169.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
166.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
164.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
157.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
157.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
156.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
156.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
154.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
151.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
147.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
143.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
142.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
139.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
139.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
137.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
135.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
134.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
129.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
128.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
125.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
123.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
119.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
119.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
117.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
117.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
116.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
116.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
116.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
114.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
114.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
113.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
112.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
112.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
111.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
111.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
108.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
106.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
106.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
106.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
106.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
104.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
104.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
102.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
102.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
102.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
101.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
101.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
99.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
98.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
97.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
97.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
97.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
96.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
96.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
96.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
95.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
94.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
93.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
93.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
92.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
92.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
91.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
90.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
89.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
89.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
89.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
88.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
88.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
87.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
85.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
85.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
84.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
83.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
83.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
82.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
82.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
82.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
82.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
81.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
81.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
80.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
79.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
78.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
78.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
78.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
78.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
77.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
77.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
76.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
76.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
75.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
75.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
75.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
74.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
74.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
74.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
73.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
73.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
73.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
73.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
73.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
72.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
71.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
70.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
70.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
70.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
69.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
69.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
69.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
68.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
68.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
68.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
67.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
67.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
67.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
66.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
66.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
65.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
65.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
64.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
64.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
64.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
64.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
63.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
63.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
63.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
63.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
63.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
63.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
62.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
62.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
62.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
61.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
61.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
60.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
60.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
60.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
60.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
60.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
59.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
59.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
59.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
58.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
58.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
58.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
58.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
58.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
58.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
57.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
57.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
57.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
56.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
56.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
55.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
55.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
55.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
54.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
54.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
54.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
54.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
54.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
54.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
54.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
53.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
53.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
53.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
53.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
53.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
52.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
52.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
52.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
52.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
52.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
52.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
52.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
51.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
51.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
51.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
51.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
50.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
50.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
50.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
50.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
49.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
49.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
49.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
49.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
48.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
48.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
48.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
48.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
48.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
48.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
48.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
48.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
47.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
47.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
47.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
47.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
46.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
46.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
46.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
45.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
45.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
45.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
45.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
44.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
44.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
44.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
44.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
42.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
42.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
42.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
42.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
41.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
41.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
40.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
40.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
40.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
40.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
40.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
40.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
40.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
40.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
40.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
39.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
39.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
38.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
38.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
38.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
38.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
38.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
37.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
37.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
37.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
36.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
36.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
36.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
36.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
36.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
36.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
35.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
35.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
35.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
35.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
35.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
34.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
34.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
34.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
33.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
32.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
32.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
31.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
30.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
30.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
29.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
29.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
28.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
28.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
26.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
24.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
23.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
23.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
23.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
20.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
17.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
17.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
13.7
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0017410003
Tumor
1.2
CPT0011240003
Tumor
1.1
CPT0084560003
Tumor
1.1
CPT0000640003
Tumor
1.0
CPT0077490003
Tumor
0.9
CPT0021240003
Tumor
0.9
CPT0012900004
Tumor
0.9
CPT0071150004
Tumor
0.9
CPT0077110003
Tumor
0.8
CPT0088550004
Tumor
0.8
CPT0006630003
Tumor
0.8
CPT0001540009
Tumor
0.8
CPT0086030003
Tumor
0.7
CPT0000780007
Tumor
0.7
CPT0010110003
Tumor
0.7
CPT0007860003
Tumor
0.7
CPT0006900003
Tumor
0.7
CPT0009000003
Tumor
0.7
CPT0017850003
Tumor
0.6
CPT0092190003
Normal
0.6
CPT0066480003
Tumor
0.6
CPT0000870016
Tumor
0.6
CPT0014370004
Tumor
0.6
CPT0069000003
Tumor
0.5
CPT0025350003
Tumor
0.5
CPT0001340003
Tumor
0.5
CPT0065750003
Tumor
0.5
CPT0026410003
Tumor
0.5
CPT0089460004
Tumor
0.5
CPT0025110003
Tumor
0.5
CPT0065930003
Tumor
0.5
CPT0012080003
Tumor
0.5
CPT0086870003
Tumor
0.5
CPT0065690003
Tumor
0.5
CPT0025170003
Tumor
0.5
CPT0025880003
Tumor
0.5
CPT0001180009
Tumor
0.5
CPT0012370003
Tumor
0.5
CPT0015810003
Tumor
0.5
CPT0086360003
Tumor
0.5
CPT0025290003
Tumor
0.5
CPT0085670003
Tumor
0.4
CPT0088900003
Tumor
0.4
CPT0081990003
Tumor
0.4
CPT0088630003
Tumor
0.4
CPT0006440003
Tumor
0.4
CPT0088760003
Tumor
0.4
CPT0002350011
Tumor
0.4
CPT0081600003
Tumor
0.4
CPT0075720003
Tumor
0.4
CPT0077310003
Tumor
0.4
CPT0025050003
Tumor
0.4
CPT0010160003
Tumor
0.4
CPT0092730003
Tumor
0.3
CPT0012280003
Tumor
0.3
CPT0079270003
Tumor
0.3
CPT0092790003
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0079230003
Tumor
0.3
CPT0024680001
Normal
0.3
CPT0063320003
Tumor
0.3
CPT0010120001
Normal
0.3
CPT0025230003
Tumor
0.3
CPT0023690003
Tumor
0.3
CPT0020120003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0019990003
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0015730003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0075130003
Tumor
0.3
CPT0012670003
Tumor
0.3
CPT0024670003
Tumor
0.2
CPT0077320001
Normal
0.2
CPT0075560003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0009060003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0014450004
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0063630003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0081880003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0001500009
Tumor
0.1
CPT0088480003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0025580004
Tumor
0.1
CPT0076330003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0064370003
Tumor
0.0
CPT0012550003
Tumor
0.0
CPT0011410003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0023350003
Tumor
0.0
CPT0079410003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0000890001
Normal
-0.1
CPT0088690003
Tumor
-0.1
CPT0086820003
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0078510003
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0075170001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0017450001
Normal
-0.1
CPT0014160003
Tumor
-0.1
CPT0079300001
Normal
-0.1
CPT0092160003
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0012640003
Normal
-0.1
CPT0009020003
Normal
-0.2
CPT0088970003
Tumor
-0.2
CPT0002370001
Normal
-0.2
CPT0069190001
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0066520001
Normal
-0.2
CPT0020020001
Normal
-0.2
CPT0012180003
Tumor
-0.2
CPT0013790003
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0082010001
Normal
-0.2
CPT0077500001
Normal
-0.2
CPT0088570001
Normal
-0.3
CPT0001550001
Normal
-0.3
CPT0001510001
Normal
-0.3
CPT0076350001
Normal
-0.3
CPT0069160003
Tumor
-0.3
CPT0064400001
Normal
-0.3
CPT0020130001
Normal
-0.3
CPT0079000001
Normal
-0.3
CPT0086970003
Normal
-0.3
CPT0063640001
Normal
-0.3
CPT0025920001
Normal
-0.3
CPT0014350001
Normal
-0.3
CPT0075570001
Normal
-0.3
CPT0012570003
Normal
-0.3
CPT0014130001
Normal
-0.3
CPT0086890003
Normal
-0.3
CPT0007870001
Normal
-0.3
CPT0086830003
Normal
-0.4
CPT0066430001
Normal
-0.4
CPT0009080003
Normal
-0.4
CPT0063330001
Normal
-0.4
CPT0025610001
Normal
-0.4
CPT0012290003
Normal
-0.4
CPT0001230001
Normal
-0.4
CPT0007470001
Normal
-0.4
CPT0025060001
Normal
-0.4
CPT0078940001
Normal
-0.4
CPT0078670001
Normal
-0.4
CPT0012090003
Normal
-0.4
CPT0088920001
Normal
-0.4
CPT0069010001
Normal
-0.4
CPT0010170001
Normal
-0.4
CPT0078530001
Normal
-0.4
CPT0065820001
Normal
-0.4
CPT0023710001
Normal
-0.4
CPT0086370003
Normal
-0.4
CPT0092310003
Normal
-0.4
CPT0065450001
Normal
-0.5
CPT0006730001
Normal
-0.5
CPT0081620001
Normal
-0.5
CPT0088710001
Normal
-0.5
CPT0079180003
Tumor
-0.5
CPT0079430001
Normal
-0.5
CPT0089040001
Normal
-0.5
CPT0006950001
Normal
-0.5
CPT0012770003
Normal
-0.5
CPT0077140001
Normal
-0.5
CPT0078840001
Normal
-0.5
CPT0088640003
Normal
-0.5
CPT0088500001
Normal
-0.5
CPT0002270011
Tumor
-0.5
CPT0087050003
Normal
-0.5
CPT0078800003
Tumor
-0.5
CPT0001350001
Normal
-0.5
CPT0026420001
Normal
-0.5
CPT0023360001
Normal
-0.6
CPT0000790001
Normal
-0.6
CPT0092740003
Normal
-0.6
CPT0092800003
Normal
-0.6
CPT0088780001
Normal
-0.6
CPT0078660003
Tumor
-0.6
CPT0089480003
Normal
-0.7
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
