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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.
FXYD5 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
34.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
392.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
211.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
113.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
82.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
69.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
58.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
58.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
56.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
52.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
51.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
50.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
48.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
47.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
45.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
43.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
40.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
40.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
39.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
34.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
31.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
30.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
29.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
29.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
28.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
27.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
27.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
27.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
27.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
20.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
20.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
20.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
19.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
19.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
18.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
18.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
17.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
17.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
16.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
14.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
13.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
13.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
13.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
12.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
12.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
11.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
11.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
11.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
11.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
10.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
10.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
10.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
9.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
8.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
7.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
6.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
6.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
5.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
5.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
4.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
4.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
2.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 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.
FXYD5 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
138.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
497.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
491.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
473.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
444.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
427.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
363.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
341.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
327.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
321.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
315.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
314.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
311.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
307.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
302.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
298.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
292.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
291.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
289.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
287.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
282.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
281.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
277.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
271.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
268.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
261.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
258.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
257.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
257.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
256.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
249.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
249.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
248.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
245.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
238.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
238.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
238.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
237.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
235.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
235.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
235.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
233.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
232.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
231.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
230.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
230.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
229.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
228.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
227.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
226.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
224.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
223.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
223.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
223.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
220.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
220.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
219.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
217.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
216.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
216.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
215.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
215.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
215.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
213.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
212.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
210.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
210.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
209.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
208.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
207.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
207.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
206.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
206.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
206.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
205.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
205.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
205.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
205.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
204.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
203.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
203.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
203.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
203.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
201.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
201.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
200.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
200.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
197.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
196.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
195.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
195.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
195.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
194.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
193.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
193.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
193.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
192.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
192.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
192.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
191.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
191.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
190.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
190.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
190.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
190.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
190.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
189.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
188.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
188.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
187.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
187.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
187.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
185.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
184.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
183.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
182.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
181.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
179.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
179.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
179.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
178.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
177.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
177.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
176.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
176.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
176.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
176.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
176.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
175.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
175.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
174.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
174.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
174.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
174.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
174.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
173.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
173.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
172.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
172.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
171.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
170.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
170.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
169.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
169.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
169.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
168.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
167.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
167.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
167.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
167.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
167.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
166.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
165.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
165.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
165.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
164.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
164.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
163.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
163.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
163.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
163.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
162.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
161.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
159.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
159.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
159.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
158.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
157.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
157.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
157.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
156.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
156.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
156.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
155.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
154.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
154.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
154.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
154.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
153.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
153.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
152.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
152.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
151.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
151.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
150.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
150.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
150.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
150.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
150.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
149.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
148.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
148.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
147.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
146.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
146.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
146.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
145.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
145.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
145.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
144.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
144.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
144.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
144.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
144.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
144.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
143.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
143.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
143.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
143.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
143.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
143.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
143.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
143.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
142.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
142.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
142.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
141.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
141.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
141.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
141.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
140.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
140.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
140.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
140.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
139.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
139.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
139.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
138.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
137.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
137.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
136.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
136.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
136.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
136.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
135.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
135.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
135.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
134.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
133.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
133.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
133.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
133.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
133.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
131.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
130.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
130.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
129.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
129.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
129.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
129.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
129.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
128.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
128.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
128.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
128.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
128.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
127.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
127.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
127.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
127.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
127.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
126.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
126.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
126.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
125.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
125.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
124.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
124.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
124.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
123.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
123.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
123.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
122.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
122.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
122.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
122.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
122.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
121.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
121.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
121.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
121.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
121.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
121.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
121.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
120.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
120.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
120.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
119.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
119.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
118.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
118.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
117.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
117.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
117.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
117.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
116.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
116.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
116.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
116.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
116.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
116.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
115.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
115.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
115.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
114.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
114.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
114.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
114.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
114.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
113.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
113.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
113.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
113.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
112.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
112.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
112.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
112.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
112.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
112.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
111.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
111.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
111.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
111.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
111.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
111.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
111.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
111.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
110.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
110.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
110.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
110.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
110.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
109.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
109.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
109.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
109.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
108.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
108.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
108.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
107.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
107.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
107.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
106.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
106.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
106.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
106.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
105.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
105.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
104.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
104.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
103.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
103.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
103.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
103.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
102.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
102.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
102.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
102.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
101.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
101.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
101.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
101.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
101.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
100.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
100.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
100.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
100.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
100.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
100.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
99.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
99.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
99.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
99.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
99.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
99.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
98.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
98.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
97.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
97.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
97.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
96.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
96.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
94.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
94.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
94.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
93.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
93.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
93.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
92.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
92.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
92.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
91.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
91.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
90.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
90.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
90.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
89.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
89.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
89.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
88.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
88.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
88.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
88.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
87.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
87.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
87.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
87.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
86.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
86.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
86.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
86.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
85.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
85.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
85.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
84.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
83.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
83.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
83.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
83.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
82.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
82.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
82.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
81.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
81.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
80.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
80.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
80.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
80.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
80.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
79.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
79.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
79.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
78.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
77.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
76.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
76.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
75.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
75.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
75.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
74.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
74.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
74.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
73.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
73.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
73.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
73.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
72.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
72.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
71.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
71.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
71.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
70.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
70.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
69.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
69.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
69.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
67.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
67.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
67.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
66.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
66.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
66.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
65.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
64.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
64.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
64.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
64.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
64.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
63.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
62.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
62.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
61.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
61.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
60.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
60.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
60.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
59.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
59.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
58.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
57.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
56.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
56.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
56.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
54.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
54.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
52.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
51.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
51.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
50.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
50.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
49.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
49.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
47.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
47.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
43.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
41.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
39.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
37.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
36.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
35.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
35.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
33.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
32.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
31.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
30.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
26.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
24.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
24.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
23.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
22.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
22.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
19.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
18.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
18.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
16.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
15.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
14.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
12.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
11.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
11.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
9.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FXYD5 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
103.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
313.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
250.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
220.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
213.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
210.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
191.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
190.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
183.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
176.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
165.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
161.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
160.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
158.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
154.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
153.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
148.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
146.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
146.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
144.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
140.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
139.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
135.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
135.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
135.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
129.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
126.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
121.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
120.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
120.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
118.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
118.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
117.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
114.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
114.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
114.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
113.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
111.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
110.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
108.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
108.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
107.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
104.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
104.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
101.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
101.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
100.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
99.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
98.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
97.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
97.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
96.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
92.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
92.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
91.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
91.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
89.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
87.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
87.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
87.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
86.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
83.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
82.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
82.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
81.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
81.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
80.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
80.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
78.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
76.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
74.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
74.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
73.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
71.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
71.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
71.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
70.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
69.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
66.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
66.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
63.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
58.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
58.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
57.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
55.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
55.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
53.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
51.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
50.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
49.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
49.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
46.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
42.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
39.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
39.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
38.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
32.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
32.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
27.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
18.6
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.
FXYD5 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
103.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
1252.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
508.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
410.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
350.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
343.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
341.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
326.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
305.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
302.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
297.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
296.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
284.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
278.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
273.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
272.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
272.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
257.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
245.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
236.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
236.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
232.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
229.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
226.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
224.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
218.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
216.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
215.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
213.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
211.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
205.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
205.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
198.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
197.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
196.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
195.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
191.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
191.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
187.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
186.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
186.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
184.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
183.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
181.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
180.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
180.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
176.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
176.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
172.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
170.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
168.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
162.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
161.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
160.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
160.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
159.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
156.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
155.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
154.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
153.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
150.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
150.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
143.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
142.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
141.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
141.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
139.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
139.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
138.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
137.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
137.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
135.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
133.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
132.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
130.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
130.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
128.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
128.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
124.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
124.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
123.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
122.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
122.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
121.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
121.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
116.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
114.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
113.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
113.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
112.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
111.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
111.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
111.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
110.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
109.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
108.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
108.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
107.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
106.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
106.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
105.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
105.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
105.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
103.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
103.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
103.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
102.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
100.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
100.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
100.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
99.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
98.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
98.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
98.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
97.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
97.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
96.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
94.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
93.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
93.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
92.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
92.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
92.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
92.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
91.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
91.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
90.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
89.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
89.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
89.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
88.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
87.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
86.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
86.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
86.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
85.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
85.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
83.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
83.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
83.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
83.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
81.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
81.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
80.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
80.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
80.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
79.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
79.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
75.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
75.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
75.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
74.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
73.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
71.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
71.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
70.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
70.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
70.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
69.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
69.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
69.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
68.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
66.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
66.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
65.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
64.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
64.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
63.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
63.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
62.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
62.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
62.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
62.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
61.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
61.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
61.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
61.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
60.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
57.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
57.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
57.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
56.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
56.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
55.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
55.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
55.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
54.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
54.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
54.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
53.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
53.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
53.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
53.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
53.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
52.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
52.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
52.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
52.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
51.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
51.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
49.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
49.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
48.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
46.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
45.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
45.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
45.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
45.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
45.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
44.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
42.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
42.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
42.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
41.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
40.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
40.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
39.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
39.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
36.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
36.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
35.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
35.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
34.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
34.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
34.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
32.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
32.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
32.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
31.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
31.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
31.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
30.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
30.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
30.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
29.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
29.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
29.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
28.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
28.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
27.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
27.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
27.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
26.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
26.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
25.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
23.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
22.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
22.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
21.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
21.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
21.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
20.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
20.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
20.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
19.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
18.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
18.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
16.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
16.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
16.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
15.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
15.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
15.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
15.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
14.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
14.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
14.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
14.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
14.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
12.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
11.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
11.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
11.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
9.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
9.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
8.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
6.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
