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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.
ETFB 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
194.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
407.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
394.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
381.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
331.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
323.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
279.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
277.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
273.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
271.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
262.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
259.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
254.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
250.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
244.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
231.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
227.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
222.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
219.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
219.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
214.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
214.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
213.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
207.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
200.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
197.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
192.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
191.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
190.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
188.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
183.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
183.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
180.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
178.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
175.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
174.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
169.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
169.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
165.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
162.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
157.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
155.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
154.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
153.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
152.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
151.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
148.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
147.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
143.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
143.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
143.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
142.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
142.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
137.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
136.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
135.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
132.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
132.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
123.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
119.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
111.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
105.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
98.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
94.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 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.
ETFB is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
135.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
887.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
409.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
354.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
283.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
275.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
274.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
264.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
258.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
255.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
255.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
254.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
253.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
252.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
252.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
251.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
248.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
247.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
246.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
245.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
244.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
244.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
243.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
242.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
242.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
241.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
239.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
239.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
238.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
233.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
232.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
229.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
228.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
226.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
226.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
225.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
225.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
223.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
222.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
221.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
221.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
221.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
220.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
220.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
219.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
219.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
219.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
218.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
217.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
217.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
216.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
213.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
212.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
209.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
206.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
206.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
203.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
202.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
201.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
201.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
201.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
200.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
198.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
196.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
195.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
194.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
194.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
193.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
191.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
191.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
190.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
189.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
188.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
188.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
188.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
187.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
186.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
185.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
185.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
184.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
184.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
184.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
183.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
182.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
181.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
180.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
180.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
179.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
178.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
177.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
177.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
176.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
176.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
175.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
175.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
175.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
174.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
174.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
173.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
173.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
173.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
173.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
172.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
172.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
172.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
172.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
171.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
171.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
171.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
169.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
168.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
168.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
168.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
168.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
167.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
166.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
166.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
165.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
165.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
164.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
164.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
163.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
163.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
163.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
163.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
162.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
162.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
161.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
161.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
161.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
161.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
161.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
160.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
160.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
160.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
160.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
160.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
159.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
158.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
158.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
158.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
158.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
158.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
157.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
157.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
157.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
157.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
156.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
156.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
156.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
156.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
155.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
155.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
155.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
155.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
155.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
154.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
154.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
154.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
153.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
153.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
152.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
151.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
150.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
150.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
150.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
149.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
149.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
148.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
148.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
148.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
148.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
147.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
147.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
147.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
146.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
146.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
145.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
144.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
143.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
143.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
143.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
142.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
142.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
141.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
141.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
141.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
141.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
141.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
141.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
141.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
141.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
141.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
141.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
140.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
140.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
140.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
140.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
140.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
139.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
139.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
139.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
139.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
139.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
138.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
138.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
138.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
138.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
137.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
137.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
137.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
137.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
137.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
137.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
136.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
136.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
136.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
136.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
136.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
135.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
135.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
135.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
135.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
134.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
134.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
134.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
134.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
134.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
134.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
133.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
133.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
133.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
133.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
133.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
133.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
133.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
132.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
132.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
132.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
132.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
131.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
131.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
131.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
131.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
130.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
130.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
130.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
130.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
130.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
130.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
130.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
129.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
129.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
128.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
128.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
128.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
128.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
128.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
128.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
127.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
127.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
127.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
127.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
127.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
127.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
127.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
127.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
126.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
126.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
126.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
125.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
125.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
125.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
125.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
125.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
125.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
125.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
124.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
124.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
124.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
123.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
123.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
123.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
123.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
123.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
122.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
122.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
122.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
122.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
122.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
122.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
121.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
121.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
121.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
120.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
120.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
120.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
119.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
119.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
119.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
119.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
118.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
118.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
118.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
118.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
118.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
117.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
117.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
117.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
117.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
117.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
117.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
116.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
116.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
116.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
116.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
115.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
115.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
115.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
115.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
115.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
114.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
114.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
114.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
114.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
114.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
114.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
114.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
113.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
113.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
112.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
111.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
111.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
111.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
110.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
110.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
109.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
109.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
109.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
109.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
109.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
109.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
108.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
108.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
108.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
108.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
108.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
108.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
108.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
108.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
107.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
107.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
107.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
107.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
106.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
106.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
106.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
106.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
106.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
105.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
105.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
105.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
105.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
105.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
104.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
103.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
103.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
103.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
103.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
102.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
102.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
102.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
101.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
101.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
101.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
101.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
101.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
101.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
100.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
100.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
100.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
100.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
100.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
100.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
100.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
99.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
99.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
99.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
99.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
99.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
99.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
99.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
99.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
98.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
98.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
98.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
98.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
98.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
97.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
97.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
97.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
97.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
97.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
97.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
96.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
96.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
96.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
96.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
96.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
95.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
95.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
94.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
94.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
93.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
93.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
93.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
93.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
92.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
92.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
92.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
91.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
91.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
91.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
90.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
90.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
90.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
90.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
89.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
89.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
88.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
87.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
87.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
87.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
87.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
87.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
87.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
87.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
87.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
87.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
87.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
87.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
86.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
86.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
86.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
85.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
85.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
85.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
85.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
85.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
85.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
84.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
84.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
84.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
84.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
84.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
83.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
83.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
83.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
83.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
82.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
82.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
81.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
80.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
80.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
80.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
79.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
79.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
78.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
77.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
77.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
76.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
76.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
76.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
76.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
75.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
75.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
75.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
74.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
74.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
74.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
73.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
73.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
72.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
71.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
71.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
70.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
70.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
70.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
70.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
69.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
68.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
68.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
68.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
66.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
64.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
64.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
63.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
62.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
61.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
60.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
60.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
59.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
56.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
56.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
56.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
55.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
55.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
55.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
53.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
50.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
49.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
49.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
48.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
48.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
47.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
45.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
43.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
42.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
41.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
18.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
16.6
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.
ETFB 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
112.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
265.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
218.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
192.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
187.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
183.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
181.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
178.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
178.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
175.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
171.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
168.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
159.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
157.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
155.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
154.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
151.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
150.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
150.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
149.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
147.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
145.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
145.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
141.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
140.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
140.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
135.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
134.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
132.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
131.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
130.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
129.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
128.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
126.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
125.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
121.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
121.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
119.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
119.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
119.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
118.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
116.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
116.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
115.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
112.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
111.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
110.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
110.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
106.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
105.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
104.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
104.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
104.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
103.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
102.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
102.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
102.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
101.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
101.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
100.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
100.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
98.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
98.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
96.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
95.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
93.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
93.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
92.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
91.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
90.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
89.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
87.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
86.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
85.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
83.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
83.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
82.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
81.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
81.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
79.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
79.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
79.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
79.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
78.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
75.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
74.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
72.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
70.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
68.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
68.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
65.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
64.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
63.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
60.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
53.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
51.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
43.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
43.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
41.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
40.6
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.
ETFB 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
197.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
839.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
498.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
489.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
480.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
480.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
455.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
437.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
435.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
433.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
411.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
398.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
380.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
378.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
369.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
366.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
363.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
361.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
359.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
357.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
355.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
351.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
350.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
348.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
346.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
340.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
336.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
334.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
331.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
328.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
327.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
320.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
316.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
296.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
295.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
294.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
293.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
290.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
290.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
289.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
288.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
284.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
283.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
282.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
280.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
278.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
275.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
272.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
272.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
270.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
268.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
267.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
265.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
265.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
264.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
263.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
263.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
263.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
260.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
258.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
257.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
250.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
250.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
248.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
247.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
247.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
246.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
244.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
242.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
242.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
242.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
241.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
241.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
240.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
238.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
237.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
236.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
235.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
235.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
234.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
234.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
233.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
232.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
229.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
228.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
227.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
225.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
224.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
224.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
224.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
223.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
223.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
223.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
221.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
220.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
219.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
218.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
216.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
216.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
216.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
214.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
212.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
211.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
211.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
211.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
210.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
208.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
204.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
203.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
202.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
201.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
200.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
200.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
198.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
197.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
196.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
196.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
196.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
195.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
195.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
194.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
193.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
193.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
192.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
191.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
191.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
191.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
183.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
182.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
182.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
182.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
181.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
181.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
179.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
179.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
179.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
179.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
178.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
178.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
178.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
177.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
175.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
175.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
175.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
174.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
174.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
173.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
173.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
173.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
172.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
172.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
172.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
171.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
170.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
169.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
168.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
166.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
166.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
166.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
166.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
166.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
164.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
164.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
162.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
162.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
162.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
161.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
160.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
159.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
158.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
158.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
157.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
157.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
156.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
154.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
154.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
152.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
150.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
150.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
149.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
149.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
149.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
148.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
148.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
148.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
148.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
148.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
147.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
147.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
144.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
143.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
142.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
141.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
141.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
141.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
140.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
140.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
139.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
138.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
137.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
137.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
137.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
136.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
136.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
135.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
135.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
135.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
134.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
134.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
134.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
133.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
133.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
132.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
132.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
132.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
132.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
131.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
130.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
129.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
129.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
128.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
126.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
125.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
124.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
123.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
123.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
123.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
123.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
121.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
120.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
119.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
117.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
117.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
116.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
116.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
114.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
113.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
113.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
113.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
112.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
111.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
111.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
110.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
110.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
110.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
110.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
109.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
109.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
108.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
108.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
108.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
107.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
107.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
106.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
106.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
106.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
105.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
105.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
103.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
102.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
99.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
99.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
98.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
96.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
95.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
93.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
87.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
87.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
86.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
86.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
85.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
82.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
80.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
76.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
73.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
70.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
68.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
67.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
64.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
62.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
56.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
45.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
22.4
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078660003
Tumor
1.1
CPT0088780001
Normal
1.0
CPT0002270011
Tumor
1.0
CPT0079180003
Tumor
1.0
CPT0009080003
Normal
0.9
CPT0065450001
Normal
0.9
CPT0012090003
Normal
0.8
CPT0079000001
Normal
0.8
CPT0088500001
Normal
0.8
CPT0092310003
Normal
0.8
CPT0025610001
Normal
0.7
CPT0006950001
Normal
0.7
CPT0012570003
Normal
0.7
CPT0012770003
Normal
0.7
CPT0077140001
Normal
0.6
CPT0086890003
Normal
0.6
CPT0066430001
Normal
0.6
CPT0026420001
Normal
0.6
CPT0092800003
Normal
0.6
CPT0025060001
Normal
0.6
CPT0086970003
Normal
0.6
CPT0006730001
Normal
0.6
CPT0078530001
Normal
0.6
CPT0078940001
Normal
0.6
CPT0069010001
Normal
0.6
CPT0064400001
Normal
0.6
CPT0007870001
Normal
0.6
CPT0078840001
Normal
0.6
CPT0088920001
Normal
0.6
CPT0077500001
Normal
0.6
CPT0079430001
Normal
0.6
CPT0023360001
Normal
0.5
CPT0089480003
Normal
0.5
CPT0014350001
Normal
0.5
CPT0081620001
Normal
0.5
CPT0000790001
Normal
0.5
CPT0020020001
Normal
0.5
CPT0078670001
Normal
0.5
CPT0088640003
Normal
0.5
CPT0007470001
Normal
0.5
CPT0092740003
Normal
0.5
CPT0023710001
Normal
0.4
CPT0086370003
Normal
0.4
CPT0019160001
Normal
0.4
CPT0024680001
Normal
0.4
CPT0013790003
Normal
0.4
CPT0076350001
Normal
0.4
CPT0017450001
Normal
0.4
CPT0020130001
Normal
0.4
CPT0087050003
Normal
0.4
CPT0082010001
Normal
0.4
CPT0009020003
Normal
0.3
CPT0088710001
Normal
0.3
CPT0001500009
Tumor
0.3
CPT0018250001
Normal
0.3
CPT0089040001
Normal
0.3
CPT0063640001
Normal
0.3
CPT0010170001
Normal
0.3
CPT0012290003
Normal
0.3
CPT0014130001
Normal
0.3
CPT0000890001
Normal
0.3
CPT0075570001
Normal
0.3
CPT0001230001
Normal
0.2
CPT0002370001
Normal
0.2
CPT0001550001
Normal
0.2
CPT0012920003
Normal
0.2
CPT0001510001
Normal
0.2
CPT0063330001
Normal
0.2
CPT0001350001
Normal
0.2
CPT0012900004
Tumor
0.1
CPT0015730003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0012640003
Normal
0.1
CPT0024670003
Tumor
0.1
CPT0065820001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0001190001
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0079300001
Normal
-0.1
CPT0079510001
Normal
-0.2
CPT0081880003
Tumor
-0.2
CPT0086870003
Tumor
-0.2
CPT0006440003
Tumor
-0.2
CPT0088570001
Normal
-0.2
CPT0009060003
Tumor
-0.2
CPT0000780007
Tumor
-0.2
CPT0010120001
Normal
-0.3
CPT0019990003
Tumor
-0.3
CPT0078800003
Tumor
-0.3
CPT0089460004
Tumor
-0.3
CPT0075170001
Normal
-0.4
CPT0026410003
Tumor
-0.4
CPT0086950003
Tumor
-0.4
CPT0001540009
Tumor
-0.4
CPT0088690003
Tumor
-0.4
CPT0009000003
Tumor
-0.4
CPT0092290003
Tumor
-0.4
CPT0012280003
Tumor
-0.4
CPT0025170003
Tumor
-0.5
CPT0007860003
Tumor
-0.5
CPT0023350003
Tumor
-0.5
CPT0065430003
Tumor
-0.5
CPT0007320003
Tumor
-0.5
CPT0014450004
Tumor
-0.5
CPT0079480003
Tumor
-0.5
CPT0014370004
Tumor
-0.5
CPT0069160003
Tumor
-0.5
CPT0088480003
Tumor
-0.5
CPT0078830003
Tumor
-0.5
CPT0075560003
Tumor
-0.5
CPT0092190003
Normal
-0.5
CPT0065810003
Tumor
-0.5
CPT0079410003
Tumor
-0.5
CPT0025050003
Tumor
-0.5
CPT0023690003
Tumor
-0.5
CPT0088970003
Tumor
-0.5
CPT0012180003
Tumor
-0.5
CPT0077310003
Tumor
-0.5
CPT0001260009
Tumor
-0.6
CPT0015810003
Tumor
-0.6
CPT0001270001
Normal
-0.6
CPT0025880003
Tumor
-0.6
CPT0020120003
Tumor
-0.6
CPT0079270003
Tumor
-0.6
CPT0006630003
Tumor
-0.6
CPT0066470004
Tumor
-0.6
CPT0088900003
Tumor
-0.6
CPT0077490003
Tumor
-0.6
CPT0001180009
Tumor
-0.6
CPT0069000003
Tumor
-0.7
CPT0063320003
Tumor
-0.7
CPT0012670003
Tumor
-0.7
CPT0087040003
Tumor
-0.7
CPT0088630003
Tumor
-0.7
CPT0010160003
Tumor
-0.7
CPT0071150004
Tumor
-0.7
CPT0025110003
Tumor
-0.7
CPT0092160003
Tumor
-0.7
CPT0011240003
Tumor
-0.7
CPT0065750003
Tumor
-0.7
CPT0085670003
Tumor
-0.7
CPT0066480003
Tumor
-0.7
CPT0088550004
Tumor
-0.7
CPT0012550003
Tumor
-0.7
CPT0000870016
Tumor
-0.7
CPT0025230003
Tumor
-0.7
CPT0010110003
Tumor
-0.7
CPT0075720003
Tumor
-0.7
CPT0086360003
Tumor
-0.7
CPT0081600003
Tumor
-0.7
CPT0086030003
Tumor
-0.7
CPT0019130003
Tumor
-0.8
CPT0089020003
Tumor
-0.8
CPT0086820003
Tumor
-0.8
CPT0002350011
Tumor
-0.8
CPT0077320001
Normal
-0.8
CPT0012370003
Tumor
-0.8
CPT0001340003
Tumor
-0.8
CPT0015910003
Tumor
-0.8
CPT0078930003
Tumor
-0.8
CPT0006900003
Tumor
-0.8
CPT0076330003
Tumor
-0.8
CPT0063630003
Tumor
-0.8
CPT0084590001
Normal
-0.8
CPT0017410003
Tumor
-0.9
CPT0001220008
Tumor
-0.9
CPT0014160003
Tumor
-0.9
CPT0012080003
Tumor
-0.9
CPT0065930003
Tumor
-0.9
CPT0081990003
Tumor
-0.9
CPT0092790003
Tumor
-0.9
CPT0011410003
Tumor
-0.9
CPT0088760003
Tumor
-1.0
CPT0065870003
Tumor
-1.0
CPT0075130003
Tumor
-1.0
CPT0025580004
Tumor
-1.0
CPT0021240003
Tumor
-1.0
CPT0065690003
Tumor
-1.0
CPT0078510003
Tumor
-1.0
CPT0092730003
Tumor
-1.1
CPT0084560003
Tumor
-1.1
CPT0077110003
Tumor
-1.1
CPT0078990003
Tumor
-1.2
CPT0079230003
Tumor
-1.2
CPT0025350003
Tumor
-1.2
CPT0025290003
Tumor
-1.2
CPT0017850003
Tumor
-1.3
CPT0079380003
Tumor
-1.3
CPT0000640003
Tumor
-1.4
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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.