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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.
ATP6AP1 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
340.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
861.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
684.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
673.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
671.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
644.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
606.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
542.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
537.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
509.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
489.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
476.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
475.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
467.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
467.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
456.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
447.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
445.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
413.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
411.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
405.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
404.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
398.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
395.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
392.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
382.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
362.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
334.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
331.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
319.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
314.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
310.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
306.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
300.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
298.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
295.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
295.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
285.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
284.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
279.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
276.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
275.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
274.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
272.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
261.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
258.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
246.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
235.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
233.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
231.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
225.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
214.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
209.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
200.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
185.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
183.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
151.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
145.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
142.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
140.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
134.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
133.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
128.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
56.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 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.
ATP6AP1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
115.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
296.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
293.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
281.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
275.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
269.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
260.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
236.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
228.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
227.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
218.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
211.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
209.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
207.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
206.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
205.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
203.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
203.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
197.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
197.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
196.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
193.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
188.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
187.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
185.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
185.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
185.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
183.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
182.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
173.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
173.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
171.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
171.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
165.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
165.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
164.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
163.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
163.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
163.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
161.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
160.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
159.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
159.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
158.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
158.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
158.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
157.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
157.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
157.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
156.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
156.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
156.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
156.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
154.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
152.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
151.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
151.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
150.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
150.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
150.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
150.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
150.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
150.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
150.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
149.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
149.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
147.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
147.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
147.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
146.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
146.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
146.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
145.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
145.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
145.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
145.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
145.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
145.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
144.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
144.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
144.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
144.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
144.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
144.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
143.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
143.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
142.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
142.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
142.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
142.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
142.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
142.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
142.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
142.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
142.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
141.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
141.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
141.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
140.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
140.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
140.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
140.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
140.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
140.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
139.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
138.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
138.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
138.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
138.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
137.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
137.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
137.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
137.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
137.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
137.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
137.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
137.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
136.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
136.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
136.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
136.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
135.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
135.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
135.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
135.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
135.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
135.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
135.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
135.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
134.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
134.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
134.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
134.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
134.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
133.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
133.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
133.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
133.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
133.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
133.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
133.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
133.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
132.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
132.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
132.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
132.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
131.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
131.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
131.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
131.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
131.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
130.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
130.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
129.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
129.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
129.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
129.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
129.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
129.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
128.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
128.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
128.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
128.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
127.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
127.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
127.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
127.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
127.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
127.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
127.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
127.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
127.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
127.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
127.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
127.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
127.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
126.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
126.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
126.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
126.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
126.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
126.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
125.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
125.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
125.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
125.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
125.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
125.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
124.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
124.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
124.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
124.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
124.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
124.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
124.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
124.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
124.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
124.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
124.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
123.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
123.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
123.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
123.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
123.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
123.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
122.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
122.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
122.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
122.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
122.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
121.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
121.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
121.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
121.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
121.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
120.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
120.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
120.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
120.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
120.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
120.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
120.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
120.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
119.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
119.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
119.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
119.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
119.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
118.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
118.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
118.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
118.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
118.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
118.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
117.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
117.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
117.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
117.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
117.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
117.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
117.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
117.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
116.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
116.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
116.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
116.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
116.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
116.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
116.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
115.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
115.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
115.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
114.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
114.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
114.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
114.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
114.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
114.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
114.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
114.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
113.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
113.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
113.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
113.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
113.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
112.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
112.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
112.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
112.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
111.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
111.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
111.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
110.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
110.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
110.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
110.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
110.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
110.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
110.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
109.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
109.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
109.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
109.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
109.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
109.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
109.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
109.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
109.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
109.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
109.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
109.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
109.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
109.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
108.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
108.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
108.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
108.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
107.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
107.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
107.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
107.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
107.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
107.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
106.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
106.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
106.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
106.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
106.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
105.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
105.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
105.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
105.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
105.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
105.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
105.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
105.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
104.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
104.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
104.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
104.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
103.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
103.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
103.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
103.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
103.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
103.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
103.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
103.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
103.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
102.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
102.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
102.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
102.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
102.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
102.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
102.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
101.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
101.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
101.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
101.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
100.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
100.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
100.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
100.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
100.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
99.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
99.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
99.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
99.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
99.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
99.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
98.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
98.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
98.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
98.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
98.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
98.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
98.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
97.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
97.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
97.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
97.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
97.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
97.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
96.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
96.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
96.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
96.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
96.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
96.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
96.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
96.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
96.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
95.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
95.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
95.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
95.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
95.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
95.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
95.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
93.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
93.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
93.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
93.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
93.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
93.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
93.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
92.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
92.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
92.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
92.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
92.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
92.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
91.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
91.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
91.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
90.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
90.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
90.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
90.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
90.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
89.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
89.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
89.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
89.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
89.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
89.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
89.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
89.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
89.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
88.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
88.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
88.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
88.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
88.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
88.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
87.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
87.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
87.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
87.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
87.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
86.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
86.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
86.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
86.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
86.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
86.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
86.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
85.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
85.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
85.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
85.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
85.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
85.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
85.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
84.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
84.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
84.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
84.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
84.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
83.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
82.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
82.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
82.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
82.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
81.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
81.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
81.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
81.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
81.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
80.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
80.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
79.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
78.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
78.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
78.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
77.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
76.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
76.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
75.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
75.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
75.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
75.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
75.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
74.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
74.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
74.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
73.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
73.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
73.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
72.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
72.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
72.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
71.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
71.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
71.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
70.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
69.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
69.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
68.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
68.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
68.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
68.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
67.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
67.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
66.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
65.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
65.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
65.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
65.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
65.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
65.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
65.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
64.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
64.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
64.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
63.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
61.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
61.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
59.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
59.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
59.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
58.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
58.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
57.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
56.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
56.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
56.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
55.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
55.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
53.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
47.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
47.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
47.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
46.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
46.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
44.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
42.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
41.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
40.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
39.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 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.
ATP6AP1 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
112.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
231.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
196.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
189.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
176.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
169.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
165.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
156.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
154.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
152.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
148.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
143.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
141.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
140.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
138.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
136.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
136.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
135.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
133.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
133.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
132.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
131.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
131.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
130.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
129.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
128.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
126.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
125.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
125.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
124.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
122.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
121.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
121.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
121.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
121.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
120.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
120.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
119.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
118.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
117.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
117.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
115.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
115.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
113.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
112.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
112.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
112.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
111.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
111.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
111.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
110.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
110.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
108.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
108.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
107.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
107.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
106.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
106.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
105.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
104.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
104.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
104.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
103.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
103.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
103.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
102.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
102.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
102.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
100.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
99.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
98.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
98.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
98.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
95.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
95.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
94.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
94.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
93.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
93.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
92.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
91.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
91.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
89.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
88.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
87.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
85.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
83.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
82.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
81.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
80.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
79.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
76.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
76.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
76.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
69.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
66.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
66.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
64.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
63.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
57.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 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.
ATP6AP1 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
148.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
470.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
413.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
409.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
393.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
391.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
345.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
341.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
312.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
294.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
287.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
280.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
279.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
276.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
263.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
254.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
252.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
242.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
241.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
240.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
239.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
238.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
238.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
237.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
236.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
232.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
228.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
226.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
225.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
223.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
223.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
219.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
218.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
217.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
215.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
214.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
213.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
212.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
212.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
211.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
211.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
210.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
208.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
207.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
206.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
203.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
199.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
197.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
197.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
195.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
195.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
194.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
194.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
194.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
194.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
193.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
193.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
191.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
190.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
190.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
188.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
187.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
187.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
187.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
187.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
186.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
183.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
182.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
182.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
181.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
179.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
179.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
178.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
177.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
177.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
176.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
175.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
174.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
173.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
170.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
169.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
168.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
167.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
167.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
164.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
164.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
163.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
163.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
162.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
162.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
161.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
161.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
160.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
160.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
160.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
159.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
159.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
159.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
159.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
158.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
158.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
157.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
155.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
155.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
153.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
153.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
152.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
152.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
151.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
151.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
151.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
150.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
150.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
149.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
148.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
148.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
147.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
147.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
146.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
146.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
146.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
144.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
144.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
143.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
143.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
143.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
142.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
141.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
141.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
140.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
140.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
139.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
139.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
138.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
137.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
136.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
136.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
135.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
135.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
135.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
134.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
134.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
134.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
133.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
133.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
133.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
133.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
132.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
132.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
131.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
131.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
131.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
131.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
131.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
130.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
130.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
129.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
129.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
128.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
128.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
128.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
127.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
127.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
127.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
126.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
125.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
123.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
123.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
123.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
123.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
123.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
122.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
122.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
122.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
122.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
122.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
121.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
121.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
121.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
121.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
120.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
120.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
120.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
119.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
118.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
118.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
118.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
118.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
116.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
116.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
116.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
115.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
115.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
115.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
115.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
114.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
114.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
112.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
112.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
112.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
112.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
110.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
110.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
110.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
109.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
109.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
108.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
108.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
108.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
108.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
107.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
107.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
107.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
106.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
106.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
106.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
104.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
103.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
103.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
103.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
103.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
103.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
103.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
102.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
102.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
101.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
101.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
101.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
100.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
99.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
99.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
98.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
97.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
97.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
97.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
96.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
96.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
95.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
94.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
93.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
93.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
92.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
92.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
92.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
92.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
92.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
92.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
91.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
87.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
86.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
85.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
85.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
85.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
84.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
81.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
81.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
79.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
79.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
78.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
78.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
77.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
73.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
71.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
71.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
69.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
68.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
68.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
68.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
67.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
66.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
63.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
60.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
59.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
58.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
56.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
56.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
52.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
51.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
49.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
46.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
43.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
30.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
21.1
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
1.6
CPT0078660003
Tumor
1.4
CPT0078800003
Tumor
1.2
CPT0002350011
Tumor
0.7
CPT0026420001
Normal
0.6
CPT0025060001
Normal
0.6
CPT0023350003
Tumor
0.6
CPT0092310003
Normal
0.5
CPT0065450001
Normal
0.5
CPT0015730003
Tumor
0.4
CPT0012290003
Normal
0.4
CPT0065750003
Tumor
0.4
CPT0000790001
Normal
0.4
CPT0086820003
Tumor
0.4
CPT0002270011
Tumor
0.4
CPT0001190001
Normal
0.3
CPT0077310003
Tumor
0.3
CPT0012770003
Normal
0.3
CPT0010170001
Normal
0.3
CPT0001500009
Tumor
0.3
CPT0012090003
Normal
0.3
CPT0092800003
Normal
0.3
CPT0015810003
Tumor
0.3
CPT0086030003
Tumor
0.3
CPT0066430001
Normal
0.3
CPT0077500001
Normal
0.3
CPT0078840001
Normal
0.2
CPT0088970003
Tumor
0.2
CPT0014130001
Normal
0.2
CPT0088920001
Normal
0.2
CPT0023710001
Normal
0.2
CPT0077140001
Normal
0.2
CPT0082010001
Normal
0.2
CPT0088710001
Normal
0.2
CPT0001340003
Tumor
0.2
CPT0089480003
Normal
0.2
CPT0025580004
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0023360001
Normal
0.2
CPT0065810003
Tumor
0.2
CPT0024670003
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0006950001
Normal
0.1
CPT0063630003
Tumor
0.1
CPT0006730001
Normal
0.1
CPT0092740003
Normal
0.1
CPT0089040001
Normal
0.1
CPT0076330003
Tumor
0.1
CPT0007470001
Normal
0.1
CPT0069160003
Tumor
0.1
CPT0014350001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0087050003
Normal
0.1
CPT0006900003
Tumor
0.1
CPT0069010001
Normal
0.1
CPT0088480003
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0020020001
Normal
0.0
CPT0014160003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0006440003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0000890001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0018250001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0025880003
Tumor
0.0
CPT0092730003
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0077110003
Tumor
-0.1
CPT0075720003
Tumor
-0.1
CPT0079430001
Normal
-0.1
CPT0079000001
Normal
-0.1
CPT0001180009
Tumor
-0.1
CPT0088570001
Normal
-0.1
CPT0078510003
Tumor
-0.1
CPT0000640003
Tumor
-0.1
CPT0000660001
Normal
-0.1
CPT0089020003
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0001550001
Normal
-0.1
CPT0087040003
Tumor
-0.1
CPT0025230003
Tumor
-0.1
CPT0081620001
Normal
-0.1
CPT0012180003
Tumor
-0.1
CPT0078940001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0086360003
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0088640003
Normal
-0.2
CPT0092790003
Tumor
-0.2
CPT0088550004
Tumor
-0.2
CPT0078930003
Tumor
-0.2
CPT0007860003
Tumor
-0.2
CPT0078530001
Normal
-0.2
CPT0000870016
Tumor
-0.2
CPT0086830003
Normal
-0.2
CPT0079410003
Tumor
-0.2
CPT0026410003
Tumor
-0.2
CPT0069190001
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0085670003
Tumor
-0.2
CPT0079270003
Tumor
-0.2
CPT0012280003
Tumor
-0.2
CPT0025610001
Normal
-0.2
CPT0065870003
Tumor
-0.2
CPT0002370001
Normal
-0.2
CPT0007320003
Tumor
-0.2
CPT0092160003
Tumor
-0.2
CPT0012550003
Tumor
-0.2
CPT0079380003
Tumor
-0.2
CPT0010110003
Tumor
-0.2
CPT0025170003
Tumor
-0.2
CPT0011410003
Tumor
-0.2
CPT0075570001
Normal
-0.2
CPT0089460004
Tumor
-0.2
CPT0001230001
Normal
-0.2
CPT0078670001
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0079480003
Tumor
-0.2
CPT0007870001
Normal
-0.2
CPT0064400001
Normal
-0.2
CPT0063320003
Tumor
-0.3
CPT0088690003
Tumor
-0.3
CPT0001270001
Normal
-0.3
CPT0024680001
Normal
-0.3
CPT0063640001
Normal
-0.3
CPT0001220008
Tumor
-0.3
CPT0088630003
Tumor
-0.3
CPT0014370004
Tumor
-0.3
CPT0075170001
Normal
-0.3
CPT0077490003
Tumor
-0.3
CPT0088760003
Tumor
-0.3
CPT0092290003
Tumor
-0.3
CPT0017450001
Normal
-0.3
CPT0078990003
Tumor
-0.3
CPT0025050003
Tumor
-0.3
CPT0066480003
Tumor
-0.3
CPT0075130003
Tumor
-0.3
CPT0079300001
Normal
-0.4
CPT0077320001
Normal
-0.4
CPT0079510001
Normal
-0.4
CPT0001260009
Tumor
-0.4
CPT0023690003
Tumor
-0.4
CPT0081600003
Tumor
-0.4
CPT0010160003
Tumor
-0.4
CPT0065430003
Tumor
-0.4
CPT0065930003
Tumor
-0.4
CPT0009080003
Normal
-0.4
CPT0009000003
Tumor
-0.4
CPT0021240003
Tumor
-0.4
CPT0088900003
Tumor
-0.4
CPT0010120001
Normal
-0.4
CPT0019990003
Tumor
-0.5
CPT0086950003
Tumor
-0.5
CPT0009020003
Normal
-0.5
CPT0078830003
Tumor
-0.5
CPT0084590001
Normal
-0.5
CPT0012670003
Tumor
-0.5
CPT0012370003
Tumor
-0.5
CPT0009060003
Tumor
-0.5
CPT0025290003
Tumor
-0.6
CPT0086870003
Tumor
-0.6
CPT0025350003
Tumor
-0.6
CPT0001540009
Tumor
-0.6
CPT0081880003
Tumor
-0.6
CPT0092190003
Normal
-0.6
CPT0000780007
Tumor
-0.6
CPT0012900004
Tumor
-0.6
CPT0066470004
Tumor
-0.6
CPT0012920003
Normal
-0.6
CPT0015910003
Tumor
-0.7
CPT0012640003
Normal
-0.7
CPT0071150004
Tumor
-0.7
CPT0065690003
Tumor
-0.7
CPT0081990003
Tumor
-0.7
CPT0014450004
Tumor
-0.9
CPT0017850003
Tumor
-0.9
CPT0017410003
Tumor
-1.0
CPT0011240003
Tumor
-1.0
CPT0012080003
Tumor
-1.3
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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.