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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.
ATP5F1D 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
256.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
465.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
420.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
416.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
414.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
407.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
405.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
402.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
377.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
356.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
355.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
354.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
353.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
352.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
344.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
338.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
332.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
325.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
322.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
322.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
312.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
312.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
309.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
300.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
297.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
296.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
289.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
277.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
269.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
266.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
260.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
248.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
237.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
235.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
233.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
229.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
228.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
228.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
227.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
218.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
216.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
213.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
212.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
201.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
200.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
198.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
194.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
189.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
188.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
184.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
179.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
178.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
173.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
170.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
165.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
161.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
161.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
149.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
146.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
143.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
123.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
112.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
94.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
67.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 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.
ATP5F1D is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
112.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
502.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
417.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
273.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
272.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
265.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
253.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
244.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
239.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
237.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
236.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
230.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
229.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
229.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
222.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
217.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
217.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
217.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
208.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
207.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
206.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
205.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
203.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
203.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
196.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
195.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
195.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
194.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
192.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
189.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
189.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
189.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
186.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
185.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
185.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
185.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
184.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
183.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
182.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
181.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
181.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
181.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
179.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
176.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
176.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
175.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
175.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
174.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
174.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
172.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
172.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
170.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
169.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
167.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
166.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
165.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
165.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
164.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
164.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
164.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
163.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
163.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
163.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
162.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
162.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
162.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
162.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
161.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
161.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
160.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
160.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
159.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
158.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
158.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
157.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
156.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
156.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
156.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
155.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
155.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
155.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
153.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
153.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
152.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
152.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
151.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
151.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
150.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
150.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
149.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
149.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
148.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
147.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
147.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
147.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
147.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
147.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
147.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
147.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
146.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
145.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
145.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
143.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
143.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
143.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
143.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
143.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
142.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
142.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
142.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
142.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
141.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
141.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
140.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
140.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
140.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
139.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
139.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
138.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
138.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
137.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
137.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
137.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
137.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
136.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
136.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
136.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
136.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
135.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
135.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
135.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
134.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
134.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
133.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
133.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
133.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
132.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
132.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
132.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
132.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
131.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
131.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
130.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
130.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
130.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
129.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
129.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
129.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
128.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
127.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
127.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
127.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
127.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
127.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
127.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
127.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
126.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
126.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
126.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
125.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
125.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
125.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
125.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
125.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
125.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
125.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
124.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
124.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
124.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
124.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
124.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
124.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
124.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
123.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
123.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
123.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
123.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
122.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
122.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
122.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
122.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
121.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
121.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
121.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
121.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
120.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
120.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
120.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
120.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
120.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
119.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
119.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
119.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
119.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
118.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
118.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
118.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
118.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
118.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
118.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
118.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
118.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
117.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
117.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
117.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
116.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
116.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
116.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
116.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
116.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
115.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
115.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
115.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
115.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
115.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
115.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
114.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
114.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
114.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
114.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
113.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
113.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
113.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
112.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
112.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
112.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
111.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
111.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
110.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
110.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
110.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
110.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
110.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
110.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
110.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
110.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
110.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
109.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
108.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
108.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
108.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
108.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
107.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
107.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
107.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
107.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
107.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
107.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
107.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
106.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
105.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
105.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
105.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
105.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
105.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
105.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
105.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
105.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
105.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
105.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
104.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
104.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
104.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
104.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
103.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
103.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
103.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
103.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
103.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
103.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
102.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
102.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
102.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
102.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
102.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
102.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
101.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
101.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
101.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
101.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
101.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
100.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
100.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
100.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
100.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
100.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
100.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
100.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
100.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
100.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
100.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
100.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
99.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
99.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
99.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
99.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
99.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
99.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
99.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
98.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
98.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
98.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
98.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
98.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
98.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
98.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
97.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
97.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
97.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
96.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
96.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
96.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
96.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
96.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
96.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
95.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
95.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
95.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
95.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
94.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
94.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
94.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
94.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
94.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
94.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
94.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
93.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
92.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
92.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
92.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
92.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
92.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
92.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
92.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
91.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
91.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
91.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
91.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
91.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
91.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
91.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
89.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
89.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
89.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
89.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
89.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
89.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
89.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
88.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
88.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
88.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
88.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
88.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
88.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
87.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
87.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
87.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
87.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
87.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
87.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
87.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
86.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
86.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
86.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
85.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
85.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
85.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
84.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
84.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
84.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
83.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
83.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
83.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
83.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
83.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
83.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
83.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
83.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
83.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
82.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
82.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
82.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
82.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
82.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
82.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
82.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
82.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
81.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
81.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
81.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
81.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
81.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
81.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
80.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
80.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
80.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
80.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
80.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
79.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
79.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
79.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
79.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
79.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
79.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
79.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
78.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
78.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
78.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
78.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
78.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
78.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
77.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
77.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
77.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
77.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
76.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
76.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
76.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
76.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
76.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
76.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
76.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
76.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
76.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
75.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
75.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
75.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
75.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
75.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
74.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
74.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
74.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
74.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
74.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
74.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
74.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
73.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
73.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
73.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
72.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
72.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
72.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
72.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
72.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
71.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
71.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
71.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
70.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
70.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
70.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
70.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
70.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
70.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
69.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
69.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
69.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
68.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
68.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
67.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
67.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
67.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
67.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
67.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
67.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
66.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
66.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
66.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
66.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
66.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
66.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
66.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
65.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
65.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
65.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
65.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
64.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
64.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
64.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
63.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
63.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
62.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
60.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
60.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
60.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
59.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
59.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
59.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
58.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
58.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
58.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
57.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
57.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
57.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
56.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
56.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
56.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
56.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
55.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
55.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
55.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
55.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
54.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
54.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
54.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
54.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
52.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
47.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
46.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
46.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
45.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
43.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
42.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
42.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
40.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
35.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
33.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
29.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
25.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
15.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
6.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
4.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
ATP5F1D 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
112.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
328.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
267.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
246.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
241.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
239.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
216.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
190.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
187.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
186.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
172.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
169.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
156.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
151.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
150.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
150.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
148.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
145.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
144.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
139.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
139.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
136.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
135.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
134.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
132.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
131.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
131.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
129.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
129.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
128.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
128.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
127.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
127.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
120.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
120.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
119.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
115.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
113.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
112.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
111.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
109.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
109.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
108.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
108.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
106.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
105.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
105.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
105.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
105.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
104.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
104.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
103.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
102.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
102.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
102.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
101.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
100.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
99.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
98.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
96.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
95.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
93.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
92.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
91.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
90.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
89.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
89.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
88.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
88.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
88.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
87.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
87.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
87.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
86.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
86.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
85.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
85.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
85.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
85.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
80.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
79.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
78.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
77.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
77.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
76.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
76.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
74.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
73.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
71.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
71.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
70.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
66.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
66.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
65.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
58.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
40.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
36.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
24.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
20.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
14.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ATP5F1D is potential prognostic, high expression is favorable 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
200.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
563.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
534.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
529.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
516.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
512.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
462.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
450.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
448.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
448.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
444.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
412.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
392.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
391.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
390.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
389.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
387.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
383.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
379.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
362.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
358.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
356.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
355.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
341.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
332.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
330.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
329.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
327.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
325.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
322.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
313.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
312.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
308.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
307.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
305.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
304.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
299.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
297.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
296.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
296.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
291.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
291.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
289.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
288.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
286.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
280.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
280.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
276.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
275.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
273.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
272.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
268.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
268.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
267.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
264.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
262.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
261.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
259.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
259.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
258.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
257.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
254.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
250.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
249.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
246.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
246.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
245.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
245.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
244.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
244.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
242.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
242.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
241.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
241.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
240.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
240.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
240.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
240.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
239.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
233.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
233.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
232.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
230.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
228.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
228.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
226.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
226.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
225.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
223.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
223.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
221.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
220.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
220.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
220.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
220.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
218.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
218.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
218.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
217.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
217.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
216.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
215.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
215.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
215.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
215.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
214.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
213.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
212.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
211.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
210.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
210.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
209.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
209.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
208.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
207.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
207.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
206.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
206.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
205.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
205.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
204.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
203.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
203.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
202.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
202.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
201.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
199.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
199.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
199.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
198.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
197.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
197.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
195.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
194.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
193.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
191.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
191.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
191.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
190.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
189.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
187.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
187.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
187.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
186.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
186.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
185.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
183.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
183.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
183.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
182.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
182.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
182.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
180.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
180.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
180.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
179.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
179.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
178.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
178.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
178.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
177.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
175.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
175.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
174.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
173.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
173.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
173.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
171.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
170.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
170.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
170.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
169.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
169.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
167.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
167.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
167.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
167.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
166.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
165.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
164.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
164.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
163.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
160.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
159.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
159.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
157.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
156.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
156.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
156.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
155.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
153.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
152.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
151.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
151.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
149.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
148.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
148.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
146.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
146.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
144.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
144.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
144.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
143.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
142.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
140.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
140.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
138.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
136.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
135.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
134.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
134.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
133.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
133.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
132.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
130.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
130.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
130.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
128.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
128.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
128.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
128.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
127.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
126.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
125.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
125.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
125.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
124.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
124.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
123.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
123.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
122.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
119.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
117.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
117.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
116.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
115.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
114.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
113.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
113.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
113.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
112.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
111.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
111.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
110.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
109.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
108.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
108.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
105.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
102.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
101.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
99.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
98.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
97.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
94.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
94.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
93.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
92.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
91.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
90.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
90.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
90.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
87.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
79.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
78.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
76.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
76.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
76.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
72.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
72.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
67.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
64.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
64.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
60.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
57.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
51.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
48.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
45.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
30.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
30.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
25.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
25.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
20.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0002270011
Tumor
0.9
CPT0001500009
Tumor
0.8
CPT0009080003
Normal
0.8
CPT0069010001
Normal
0.7
CPT0078530001
Normal
0.6
CPT0012770003
Normal
0.6
CPT0077140001
Normal
0.5
CPT0009020003
Normal
0.5
CPT0076350001
Normal
0.5
CPT0078660003
Tumor
0.5
CPT0077500001
Normal
0.5
CPT0089480003
Normal
0.5
CPT0065450001
Normal
0.5
CPT0088780001
Normal
0.5
CPT0024680001
Normal
0.4
CPT0025610001
Normal
0.4
CPT0078670001
Normal
0.4
CPT0012570003
Normal
0.4
CPT0006950001
Normal
0.4
CPT0014350001
Normal
0.4
CPT0001550001
Normal
0.4
CPT0012900004
Tumor
0.4
CPT0020130001
Normal
0.4
CPT0007470001
Normal
0.4
CPT0081620001
Normal
0.4
CPT0082010001
Normal
0.4
CPT0023710001
Normal
0.4
CPT0017450001
Normal
0.4
CPT0088640003
Normal
0.4
CPT0092310003
Normal
0.4
CPT0079180003
Tumor
0.4
CPT0025060001
Normal
0.4
CPT0000790001
Normal
0.4
CPT0089040001
Normal
0.3
CPT0015730003
Tumor
0.3
CPT0088500001
Normal
0.3
CPT0087050003
Normal
0.3
CPT0066430001
Normal
0.3
CPT0088710001
Normal
0.3
CPT0012090003
Normal
0.3
CPT0025920001
Normal
0.3
CPT0078840001
Normal
0.3
CPT0010170001
Normal
0.3
CPT0001350001
Normal
0.3
CPT0069190001
Normal
0.3
CPT0020020001
Normal
0.3
CPT0092800003
Normal
0.3
CPT0086890003
Normal
0.3
CPT0007870001
Normal
0.3
CPT0088920001
Normal
0.3
CPT0023360001
Normal
0.3
CPT0064400001
Normal
0.3
CPT0026420001
Normal
0.3
CPT0014470001
Normal
0.3
CPT0079000001
Normal
0.3
CPT0092740003
Normal
0.3
CPT0018250001
Normal
0.3
CPT0019160001
Normal
0.2
CPT0063330001
Normal
0.2
CPT0013790003
Normal
0.2
CPT0001230001
Normal
0.2
CPT0012920003
Normal
0.2
CPT0077310003
Tumor
0.2
CPT0009060003
Tumor
0.2
CPT0000890001
Normal
0.2
CPT0086970003
Normal
0.2
CPT0001510001
Normal
0.2
CPT0078940001
Normal
0.2
CPT0012290003
Normal
0.2
CPT0086370003
Normal
0.2
CPT0092790003
Tumor
0.2
CPT0002370001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0066520001
Normal
0.2
CPT0012640003
Normal
0.2
CPT0014130001
Normal
0.2
CPT0092290003
Tumor
0.1
CPT0079430001
Normal
0.1
CPT0012670003
Tumor
0.1
CPT0006730001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0064370003
Tumor
0.1
CPT0019990003
Tumor
0.1
CPT0006530001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0079510001
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0075560003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0066470004
Tumor
0.0
CPT0000660001
Normal
-0.1
CPT0069000003
Tumor
-0.1
CPT0069160003
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0089460004
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0012550003
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0086360003
Tumor
-0.1
CPT0024670003
Tumor
-0.1
CPT0012180003
Tumor
-0.1
CPT0087040003
Tumor
-0.2
CPT0007860003
Tumor
-0.2
CPT0066480003
Tumor
-0.2
CPT0011240003
Tumor
-0.2
CPT0010120001
Normal
-0.2
CPT0023690003
Tumor
-0.2
CPT0014160003
Tumor
-0.2
CPT0075170001
Normal
-0.2
CPT0079410003
Tumor
-0.2
CPT0086030003
Tumor
-0.2
CPT0023350003
Tumor
-0.2
CPT0063630003
Tumor
-0.2
CPT0088900003
Tumor
-0.3
CPT0009000003
Tumor
-0.3
CPT0025880003
Tumor
-0.3
CPT0000780007
Tumor
-0.3
CPT0078800003
Tumor
-0.3
CPT0088970003
Tumor
-0.3
CPT0078510003
Tumor
-0.3
CPT0014370004
Tumor
-0.3
CPT0025050003
Tumor
-0.3
CPT0015910003
Tumor
-0.3
CPT0086870003
Tumor
-0.3
CPT0092160003
Tumor
-0.3
CPT0006630003
Tumor
-0.3
CPT0089020003
Tumor
-0.3
CPT0015810003
Tumor
-0.3
CPT0006440003
Tumor
-0.3
CPT0076330003
Tumor
-0.4
CPT0021240003
Tumor
-0.4
CPT0012370003
Tumor
-0.4
CPT0010160003
Tumor
-0.4
CPT0007320003
Tumor
-0.4
CPT0000870016
Tumor
-0.4
CPT0084590001
Normal
-0.4
CPT0078830003
Tumor
-0.4
CPT0071150004
Tumor
-0.4
CPT0077490003
Tumor
-0.4
CPT0088690003
Tumor
-0.4
CPT0092190003
Normal
-0.4
CPT0017850003
Tumor
-0.4
CPT0025230003
Tumor
-0.4
CPT0025580004
Tumor
-0.4
CPT0078930003
Tumor
-0.4
CPT0001540009
Tumor
-0.5
CPT0085670003
Tumor
-0.5
CPT0001270001
Normal
-0.5
CPT0077320001
Normal
-0.5
CPT0026410003
Tumor
-0.5
CPT0088550004
Tumor
-0.5
CPT0014450004
Tumor
-0.5
CPT0088760003
Tumor
-0.5
CPT0065430003
Tumor
-0.5
CPT0086950003
Tumor
-0.5
CPT0012080003
Tumor
-0.5
CPT0002350011
Tumor
-0.5
CPT0017410003
Tumor
-0.5
CPT0025170003
Tumor
-0.5
CPT0010110003
Tumor
-0.6
CPT0092730003
Tumor
-0.6
CPT0079230003
Tumor
-0.6
CPT0075720003
Tumor
-0.6
CPT0081600003
Tumor
-0.6
CPT0075130003
Tumor
-0.6
CPT0001220008
Tumor
-0.6
CPT0081990003
Tumor
-0.6
CPT0088630003
Tumor
-0.6
CPT0079380003
Tumor
-0.6
CPT0079480003
Tumor
-0.6
CPT0025110003
Tumor
-0.6
CPT0088480003
Tumor
-0.7
CPT0001260009
Tumor
-0.7
CPT0079270003
Tumor
-0.7
CPT0011410003
Tumor
-0.7
CPT0012280003
Tumor
-0.7
CPT0000640003
Tumor
-0.8
CPT0019130003
Tumor
-0.8
CPT0077110003
Tumor
-0.8
CPT0078990003
Tumor
-0.8
CPT0086820003
Tumor
-0.8
CPT0084560003
Tumor
-0.8
CPT0065930003
Tumor
-0.8
CPT0065870003
Tumor
-0.9
CPT0081880003
Tumor
-1.0
CPT0001180009
Tumor
-1.0
CPT0025290003
Tumor
-1.0
CPT0001340003
Tumor
-1.0
CPT0025350003
Tumor
-1.1
CPT0065690003
Tumor
-1.1
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
