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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.
NDUFC2 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
263.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
583.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
417.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
415.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
413.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
409.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
390.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
372.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
372.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
358.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
346.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
337.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
331.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
329.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
324.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
319.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
315.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
311.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
310.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
307.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
302.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
302.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
299.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
298.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
285.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
282.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
280.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
280.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
278.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
277.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
276.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
272.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
271.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
267.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
265.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
265.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
261.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
256.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
255.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
255.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
238.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
235.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
227.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
213.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
204.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
199.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
199.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
198.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
197.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
194.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
193.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
189.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
181.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
179.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
173.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
171.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
163.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
162.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
158.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
154.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
144.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
138.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
84.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
83.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
NDUFC2 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
142.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
497.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
495.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
470.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
408.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
347.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
324.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
302.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
294.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
275.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
273.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
273.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
272.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
271.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
269.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
263.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
261.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
260.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
250.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
249.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
248.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
246.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
243.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
241.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
241.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
234.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
227.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
222.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
219.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
218.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
216.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
212.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
211.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
211.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
210.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
210.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
210.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
209.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
207.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
207.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
206.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
205.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
205.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
203.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
202.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
201.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
201.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
201.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
200.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
200.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
198.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
197.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
195.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
195.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
195.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
194.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
193.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
192.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
190.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
190.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
189.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
189.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
189.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
189.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
189.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
188.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
188.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
188.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
187.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
186.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
185.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
185.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
185.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
185.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
184.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
184.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
183.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
182.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
182.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
182.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
179.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
179.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
179.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
179.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
178.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
178.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
178.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
177.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
177.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
176.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
176.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
175.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
175.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
175.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
175.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
175.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
174.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
174.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
174.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
174.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
174.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
174.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
174.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
174.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
174.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
173.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
173.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
172.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
172.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
172.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
172.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
171.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
171.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
171.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
171.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
169.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
169.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
169.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
169.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
168.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
168.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
168.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
167.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
167.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
167.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
167.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
167.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
167.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
166.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
165.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
164.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
164.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
164.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
163.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
163.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
163.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
163.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
163.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
163.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
163.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
162.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
161.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
161.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
161.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
160.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
160.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
160.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
160.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
159.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
159.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
158.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
158.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
158.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
157.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
157.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
157.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
157.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
157.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
156.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
156.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
155.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
155.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
155.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
155.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
155.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
154.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
154.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
154.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
154.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
153.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
153.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
153.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
152.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
152.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
152.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
151.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
151.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
151.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
150.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
150.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
150.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
150.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
150.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
150.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
150.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
149.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
149.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
149.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
148.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
148.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
148.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
148.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
148.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
147.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
147.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
147.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
147.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
147.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
146.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
146.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
145.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
145.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
144.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
144.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
144.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
144.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
143.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
143.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
143.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
143.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
142.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
142.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
142.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
142.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
141.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
141.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
141.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
141.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
141.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
141.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
141.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
140.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
139.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
139.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
139.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
139.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
138.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
138.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
138.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
138.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
138.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
138.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
137.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
137.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
137.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
137.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
136.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
136.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
136.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
136.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
136.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
136.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
136.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
135.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
135.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
135.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
135.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
135.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
135.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
135.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
135.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
135.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
134.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
134.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
134.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
134.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
134.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
133.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
133.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
133.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
133.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
133.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
133.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
132.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
132.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
132.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
132.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
132.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
131.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
131.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
131.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
131.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
131.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
131.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
130.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
130.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
130.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
130.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
130.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
130.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
129.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
129.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
129.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
129.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
129.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
129.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
129.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
129.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
128.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
128.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
128.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
128.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
127.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
127.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
127.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
127.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
127.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
127.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
127.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
126.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
126.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
126.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
126.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
126.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
125.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
125.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
125.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
125.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
125.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
125.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
124.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
124.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
124.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
124.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
124.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
124.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
123.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
123.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
123.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
123.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
123.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
123.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
123.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
123.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
123.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
123.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
123.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
122.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
122.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
122.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
122.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
122.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
121.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
121.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
121.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
121.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
121.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
121.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
121.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
121.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
121.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
120.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
120.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
120.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
120.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
119.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
119.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
119.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
119.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
118.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
118.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
118.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
118.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
118.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
118.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
118.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
117.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
117.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
117.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
117.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
117.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
117.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
116.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
116.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
116.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
115.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
115.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
115.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
115.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
115.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
115.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
115.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
115.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
115.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
115.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
115.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
114.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
114.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
114.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
114.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
114.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
113.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
113.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
113.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
113.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
112.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
112.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
112.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
112.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
112.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
111.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
111.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
111.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
111.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
111.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
111.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
111.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
111.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
111.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
111.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
110.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
110.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
110.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
109.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
108.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
108.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
108.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
108.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
107.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
107.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
107.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
107.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
107.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
107.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
106.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
106.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
106.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
106.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
106.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
105.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
105.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
105.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
104.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
104.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
104.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
103.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
103.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
103.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
103.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
103.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
102.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
102.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
102.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
102.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
101.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
101.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
101.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
101.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
101.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
101.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
100.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
100.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
99.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
99.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
99.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
98.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
98.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
98.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
98.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
97.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
97.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
97.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
97.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
97.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
97.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
96.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
95.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
95.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
94.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
94.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
93.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
93.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
93.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
93.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
92.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
92.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
92.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
91.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
91.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
89.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
89.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
89.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
88.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
88.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
88.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
87.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
87.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
87.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
86.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
86.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
85.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
85.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
85.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
84.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
83.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
83.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
82.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
81.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
81.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
81.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
81.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
81.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
80.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
79.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
79.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
78.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
78.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
78.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
77.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
77.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
77.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
77.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
77.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
76.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
76.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
76.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
75.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
75.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
74.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
72.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
71.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
70.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
70.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
69.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
68.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
66.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
61.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
60.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
60.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
54.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
41.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 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.
NDUFC2 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
122.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
240.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
239.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
235.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
194.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
186.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
167.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
160.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
157.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
155.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
154.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
154.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
154.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
153.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
150.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
145.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
144.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
141.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
139.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
137.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
137.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
136.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
135.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
133.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
132.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
131.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
131.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
129.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
129.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
129.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
129.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
128.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
128.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
128.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
128.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
126.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
126.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
125.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
124.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
124.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
124.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
123.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
123.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
122.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
122.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
122.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
122.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
121.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
120.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
119.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
119.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
118.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
118.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
118.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
117.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
117.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
117.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
114.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
114.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
114.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
113.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
113.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
113.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
112.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
112.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
112.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
112.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
111.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
111.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
111.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
111.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
110.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
110.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
110.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
110.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
108.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
104.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
103.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
103.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
102.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
101.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
101.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
100.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
99.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
97.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
97.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
97.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
95.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
94.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
90.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
88.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
88.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
84.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
83.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
82.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
77.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
76.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
76.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
75.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 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.
NDUFC2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
173.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
343.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
330.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
317.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
308.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
308.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
302.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
281.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
279.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
278.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
278.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
276.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
274.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
272.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
272.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
271.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
270.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
264.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
264.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
261.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
261.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
261.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
259.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
258.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
255.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
255.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
254.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
253.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
251.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
247.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
243.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
241.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
241.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
241.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
240.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
239.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
238.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
238.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
237.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
237.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
236.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
236.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
233.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
233.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
232.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
231.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
229.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
229.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
228.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
227.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
226.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
226.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
225.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
224.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
223.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
223.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
222.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
220.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
219.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
219.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
219.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
218.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
217.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
216.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
216.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
216.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
215.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
213.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
213.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
212.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
211.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
211.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
211.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
211.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
210.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
209.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
209.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
208.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
208.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
207.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
207.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
206.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
206.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
204.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
204.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
203.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
203.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
203.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
202.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
201.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
200.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
198.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
197.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
196.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
196.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
196.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
196.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
195.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
195.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
195.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
195.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
194.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
192.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
192.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
192.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
191.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
190.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
190.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
190.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
190.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
188.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
188.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
186.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
186.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
186.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
186.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
185.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
184.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
184.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
182.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
181.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
181.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
180.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
180.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
179.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
179.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
179.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
179.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
178.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
178.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
178.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
177.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
177.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
177.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
176.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
175.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
175.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
175.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
174.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
174.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
174.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
174.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
174.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
174.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
173.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
172.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
172.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
172.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
172.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
171.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
170.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
169.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
168.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
168.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
168.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
167.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
167.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
165.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
165.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
165.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
164.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
164.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
164.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
163.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
163.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
162.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
161.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
161.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
160.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
160.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
160.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
159.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
159.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
159.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
159.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
158.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
156.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
156.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
156.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
156.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
155.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
154.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
154.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
154.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
153.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
151.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
151.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
151.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
150.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
149.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
148.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
147.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
147.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
146.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
145.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
145.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
145.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
144.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
142.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
142.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
142.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
141.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
141.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
140.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
137.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
136.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
136.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
136.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
135.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
135.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
133.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
132.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
131.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
130.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
130.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
129.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
129.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
129.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
129.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
129.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
129.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
126.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
126.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
126.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
125.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
124.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
123.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
122.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
122.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
122.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
121.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
121.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
120.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
119.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
119.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
118.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
116.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
115.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
115.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
115.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
114.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
114.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
113.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
112.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
111.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
109.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
109.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
108.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
106.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
106.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
105.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
105.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
104.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
103.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
102.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
100.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
99.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
98.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
98.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
96.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
95.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
93.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
91.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
89.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
87.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
84.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
82.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
77.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
77.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
73.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
72.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
68.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
67.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
67.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
63.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
63.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
59.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
54.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
49.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
47.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
39.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
28.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
22.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0006950001
Normal
1.4
CPT0065450001
Normal
1.2
CPT0000790001
Normal
1.2
CPT0006730001
Normal
1.1
CPT0001350001
Normal
1.1
CPT0089480003
Normal
1.1
CPT0023710001
Normal
1.0
CPT0092740003
Normal
1.0
CPT0081620001
Normal
1.0
CPT0078840001
Normal
1.0
CPT0078670001
Normal
1.0
CPT0010170001
Normal
1.0
CPT0023360001
Normal
1.0
CPT0066430001
Normal
1.0
CPT0077140001
Normal
1.0
CPT0064400001
Normal
0.9
CPT0092310003
Normal
0.9
CPT0025060001
Normal
0.9
CPT0087050003
Normal
0.9
CPT0088780001
Normal
0.9
CPT0082010001
Normal
0.9
CPT0092800003
Normal
0.9
CPT0088640003
Normal
0.9
CPT0088920001
Normal
0.9
CPT0007870001
Normal
0.9
CPT0025610001
Normal
0.9
CPT0025920001
Normal
0.9
CPT0007470001
Normal
0.9
CPT0077500001
Normal
0.8
CPT0088500001
Normal
0.8
CPT0079430001
Normal
0.8
CPT0014350001
Normal
0.8
CPT0069010001
Normal
0.8
CPT0078940001
Normal
0.8
CPT0088710001
Normal
0.8
CPT0079000001
Normal
0.8
CPT0089040001
Normal
0.8
CPT0001550001
Normal
0.8
CPT0001230001
Normal
0.7
CPT0014130001
Normal
0.7
CPT0086890003
Normal
0.7
CPT0020130001
Normal
0.7
CPT0000890001
Normal
0.7
CPT0013790003
Normal
0.7
CPT0076350001
Normal
0.6
CPT0001510001
Normal
0.6
CPT0026420001
Normal
0.6
CPT0020020001
Normal
0.6
CPT0078530001
Normal
0.6
CPT0012090003
Normal
0.6
CPT0079300001
Normal
0.5
CPT0012570003
Normal
0.5
CPT0063330001
Normal
0.5
CPT0019160001
Normal
0.5
CPT0086970003
Normal
0.5
CPT0001190001
Normal
0.5
CPT0012770003
Normal
0.5
CPT0086370003
Normal
0.5
CPT0000660001
Normal
0.5
CPT0075570001
Normal
0.5
CPT0069190001
Normal
0.4
CPT0063640001
Normal
0.4
CPT0006530001
Normal
0.4
CPT0086830003
Normal
0.4
CPT0002370001
Normal
0.4
CPT0012640003
Normal
0.4
CPT0065820001
Normal
0.4
CPT0066520001
Normal
0.4
CPT0088570001
Normal
0.3
CPT0012290003
Normal
0.3
CPT0088970003
Tumor
0.3
CPT0002270011
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0024680001
Normal
0.1
CPT0014470001
Normal
0.1
CPT0018250001
Normal
0.0
CPT0001270001
Normal
0.0
CPT0079510001
Normal
0.0
CPT0010120001
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0075170001
Normal
-0.2
CPT0025170003
Tumor
-0.2
CPT0009020003
Normal
-0.3
CPT0078660003
Tumor
-0.3
CPT0086360003
Tumor
-0.5
CPT0012920003
Normal
-0.5
CPT0065810003
Tumor
-0.6
CPT0014450004
Tumor
-0.6
CPT0084590001
Normal
-0.6
CPT0079270003
Tumor
-0.7
CPT0019990003
Tumor
-0.7
CPT0001220008
Tumor
-0.7
CPT0001180009
Tumor
-0.8
CPT0011410003
Tumor
-0.8
CPT0001500009
Tumor
-0.8
CPT0075720003
Tumor
-0.8
CPT0063630003
Tumor
-0.8
CPT0092190003
Normal
-0.8
CPT0014160003
Tumor
-0.8
CPT0012280003
Tumor
-0.8
CPT0088690003
Tumor
-0.8
CPT0088550004
Tumor
-0.8
CPT0089020003
Tumor
-0.9
CPT0001540009
Tumor
-0.9
CPT0066470004
Tumor
-0.9
CPT0002350011
Tumor
-0.9
CPT0025050003
Tumor
-0.9
CPT0077320001
Normal
-0.9
CPT0088760003
Tumor
-0.9
CPT0065430003
Tumor
-0.9
CPT0092290003
Tumor
-0.9
CPT0092160003
Tumor
-0.9
CPT0006440003
Tumor
-1.0
CPT0064370003
Tumor
-1.0
CPT0026410003
Tumor
-1.0
CPT0025880003
Tumor
-1.0
CPT0078990003
Tumor
-1.0
CPT0079480003
Tumor
-1.0
CPT0019130003
Tumor
-1.0
CPT0063320003
Tumor
-1.0
CPT0088900003
Tumor
-1.0
CPT0078830003
Tumor
-1.0
CPT0015730003
Tumor
-1.0
CPT0077110003
Tumor
-1.0
CPT0092730003
Tumor
-1.0
CPT0071150004
Tumor
-1.0
CPT0087040003
Tumor
-1.1
CPT0065870003
Tumor
-1.1
CPT0010110003
Tumor
-1.1
CPT0012180003
Tumor
-1.1
CPT0078930003
Tumor
-1.1
CPT0075130003
Tumor
-1.1
CPT0010160003
Tumor
-1.1
CPT0000870016
Tumor
-1.1
CPT0089460004
Tumor
-1.1
CPT0088480003
Tumor
-1.2
CPT0079410003
Tumor
-1.2
CPT0066480003
Tumor
-1.2
CPT0021240003
Tumor
-1.2
CPT0025350003
Tumor
-1.2
CPT0075560003
Tumor
-1.2
CPT0088630003
Tumor
-1.2
CPT0012550003
Tumor
-1.2
CPT0025290003
Tumor
-1.2
CPT0079180003
Tumor
-1.2
CPT0077310003
Tumor
-1.2
CPT0012370003
Tumor
-1.2
CPT0023690003
Tumor
-1.2
CPT0012670003
Tumor
-1.2
CPT0006630003
Tumor
-1.2
CPT0069000003
Tumor
-1.2
CPT0012080003
Tumor
-1.2
CPT0023350003
Tumor
-1.3
CPT0024670003
Tumor
-1.3
CPT0007320003
Tumor
-1.3
CPT0015910003
Tumor
-1.3
CPT0006900003
Tumor
-1.3
CPT0000780007
Tumor
-1.3
CPT0014370004
Tumor
-1.3
CPT0086820003
Tumor
-1.3
CPT0092790003
Tumor
-1.3
CPT0000640003
Tumor
-1.3
CPT0025580004
Tumor
-1.3
CPT0086950003
Tumor
-1.3
CPT0078800003
Tumor
-1.4
CPT0069160003
Tumor
-1.4
CPT0009000003
Tumor
-1.4
CPT0078510003
Tumor
-1.4
CPT0017850003
Tumor
-1.4
CPT0079230003
Tumor
-1.4
CPT0020120003
Tumor
-1.4
CPT0081600003
Tumor
-1.4
CPT0001260009
Tumor
-1.5
CPT0017410003
Tumor
-1.5
CPT0079380003
Tumor
-1.5
CPT0077490003
Tumor
-1.5
CPT0009060003
Tumor
-1.5
CPT0065750003
Tumor
-1.5
CPT0015810003
Tumor
-1.5
CPT0007860003
Tumor
-1.6
CPT0076330003
Tumor
-1.6
CPT0086870003
Tumor
-1.6
CPT0084560003
Tumor
-1.6
CPT0025110003
Tumor
-1.6
CPT0086030003
Tumor
-1.6
CPT0081990003
Tumor
-1.6
CPT0011240003
Tumor
-1.6
CPT0085670003
Tumor
-1.6
CPT0001340003
Tumor
-1.7
CPT0065930003
Tumor
-1.7
CPT0012900004
Tumor
-1.7
CPT0065690003
Tumor
-1.8
CPT0025230003
Tumor
-1.8
CPT0081880003
Tumor
-2.1
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.