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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.
UQCRC2 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
213.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
480.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
416.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
392.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
367.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
346.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
341.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
332.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
331.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
327.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
310.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
302.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
301.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
299.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
293.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
288.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
273.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
269.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
264.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
254.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
254.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
253.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
244.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
241.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
239.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
238.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
232.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
226.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
223.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
220.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
217.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
213.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
196.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
192.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
188.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
185.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
183.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
183.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
181.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
174.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
170.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
168.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
165.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
164.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
159.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
158.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
154.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
154.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
149.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
143.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
140.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
134.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
123.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
123.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
122.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
122.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
119.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
118.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
106.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
106.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
104.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
104.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
74.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
65.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UQCRC2 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
114.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
559.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
336.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
336.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
330.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
321.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
318.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
318.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
316.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
306.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
299.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
294.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
268.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
265.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
265.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
263.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
255.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
254.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
245.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
238.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
237.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
232.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
230.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
226.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
223.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
219.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
216.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
215.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
208.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
203.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
200.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
199.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
199.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
198.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
196.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
196.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
195.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
192.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
191.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
186.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
184.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
183.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
181.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
179.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
179.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
179.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
178.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
178.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
177.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
176.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
174.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
173.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
171.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
169.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
168.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
168.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
166.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
166.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
166.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
165.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
165.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
164.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
163.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
163.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
163.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
161.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
161.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
161.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
161.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
160.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
159.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
159.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
159.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
157.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
156.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
156.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
154.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
154.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
154.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
154.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
153.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
153.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
153.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
153.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
153.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
152.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
152.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
151.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
151.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
151.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
150.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
150.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
149.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
149.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
149.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
149.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
148.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
148.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
148.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
147.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
147.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
147.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
147.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
146.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
146.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
146.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
146.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
145.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
144.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
144.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
144.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
143.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
143.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
142.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
142.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
142.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
142.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
142.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
142.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
140.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
139.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
139.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
139.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
139.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
138.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
138.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
138.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
137.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
137.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
137.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
136.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
136.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
136.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
135.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
134.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
134.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
134.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
134.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
134.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
134.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
133.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
133.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
132.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
132.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
132.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
132.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
132.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
132.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
132.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
132.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
132.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
131.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
131.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
131.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
131.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
130.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
130.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
130.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
130.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
130.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
129.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
129.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
128.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
128.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
128.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
127.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
127.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
127.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
127.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
127.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
127.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
127.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
127.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
127.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
126.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
126.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
125.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
125.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
125.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
125.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
125.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
125.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
124.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
124.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
124.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
124.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
124.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
124.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
124.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
123.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
123.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
123.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
122.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
122.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
122.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
122.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
122.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
122.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
122.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
121.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
121.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
121.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
121.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
121.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
121.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
120.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
120.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
120.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
120.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
119.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
119.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
119.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
119.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
118.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
118.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
118.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
118.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
118.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
118.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
118.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
118.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
117.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
117.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
117.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
117.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
117.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
117.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
116.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
116.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
116.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
116.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
116.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
115.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
115.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
115.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
115.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
115.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
115.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
115.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
115.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
114.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
114.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
114.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
114.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
113.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
113.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
113.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
113.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
112.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
112.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
112.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
112.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
112.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
111.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
111.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
111.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
111.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
111.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
110.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
110.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
110.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
110.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
109.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
109.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
109.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
109.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
109.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
109.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
108.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
108.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
108.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
108.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
108.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
108.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
107.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
107.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
107.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
107.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
107.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
107.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
106.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
106.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
106.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
106.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
106.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
106.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
106.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
106.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
105.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
105.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
105.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
104.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
104.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
104.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
103.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
103.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
103.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
103.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
103.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
103.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
102.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
102.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
102.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
102.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
102.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
102.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
101.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
101.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
101.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
101.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
101.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
101.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
100.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
100.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
100.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
100.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
100.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
100.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
100.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
99.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
99.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
98.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
98.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
98.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
98.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
98.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
98.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
98.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
98.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
97.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
97.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
97.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
97.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
97.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
97.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
96.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
96.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
96.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
96.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
95.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
95.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
94.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
94.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
94.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
94.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
93.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
93.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
92.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
92.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
92.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
92.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
92.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
92.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
91.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
91.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
91.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
90.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
89.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
89.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
89.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
89.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
89.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
88.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
88.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
88.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
88.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
88.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
88.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
88.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
88.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
88.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
87.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
87.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
87.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
86.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
86.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
86.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
85.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
85.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
85.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
85.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
84.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
84.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
82.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
82.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
81.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
81.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
80.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
80.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
80.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
80.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
79.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
79.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
79.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
78.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
78.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
78.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
77.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
77.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
77.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
77.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
76.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
76.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
76.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
75.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
74.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
74.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
73.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
73.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
73.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
73.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
73.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
72.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
72.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
72.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
72.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
71.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
71.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
71.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
70.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
70.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
70.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
70.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
70.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
69.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
69.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
69.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
68.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
68.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
68.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
67.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
66.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
66.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
66.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
66.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
66.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
66.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
65.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
65.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
64.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
64.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
64.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
63.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
63.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
63.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
62.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
61.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
61.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
61.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
60.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
59.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
58.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
58.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
58.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
58.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
57.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
56.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
56.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
56.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
55.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
55.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
54.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
53.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
53.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
52.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
51.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
50.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
50.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
49.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
48.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
48.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
47.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
47.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
47.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
47.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
46.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
46.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
46.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
46.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
45.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
45.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
43.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
43.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
42.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
42.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
41.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
41.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
41.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
40.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
40.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
39.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
39.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
37.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
37.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
37.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
36.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
35.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
34.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
32.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
32.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
31.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
30.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
29.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
28.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
27.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
24.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
23.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
22.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
22.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
22.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
22.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
21.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
20.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
19.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
19.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
17.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
16.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
16.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
16.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
14.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
10.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
UQCRC2 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
124.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
330.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
283.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
208.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
181.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
178.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
175.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
175.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
175.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
172.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
172.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
170.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
162.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
162.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
162.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
158.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
157.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
157.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
155.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
155.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
155.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
153.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
153.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
152.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
148.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
148.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
142.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
141.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
139.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
139.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
139.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
138.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
138.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
137.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
136.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
136.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
135.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
135.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
135.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
130.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
130.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
128.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
126.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
125.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
124.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
124.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
122.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
121.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
121.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
121.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
118.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
118.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
118.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
118.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
116.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
115.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
115.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
114.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
114.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
113.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
113.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
112.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
111.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
111.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
111.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
110.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
107.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
106.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
106.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
105.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
103.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
103.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
102.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
100.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
100.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
100.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
98.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
98.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
98.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
97.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
96.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
95.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
92.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
92.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
92.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
89.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
89.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
84.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
84.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
82.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
81.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
76.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
73.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
73.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
70.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
67.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
53.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
49.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
45.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
45.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 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.
UQCRC2 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
180.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
594.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
505.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
495.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
447.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
421.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
420.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
394.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
382.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
382.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
378.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
376.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
374.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
371.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
367.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
364.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
363.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
357.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
355.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
349.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
349.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
346.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
341.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
341.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
340.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
338.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
336.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
334.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
331.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
327.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
326.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
323.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
323.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
318.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
315.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
313.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
306.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
303.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
300.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
292.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
291.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
291.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
289.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
288.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
287.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
287.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
286.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
284.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
284.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
281.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
279.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
279.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
277.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
277.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
272.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
269.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
269.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
266.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
265.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
264.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
264.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
261.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
259.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
257.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
254.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
253.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
251.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
250.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
250.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
249.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
248.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
247.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
241.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
240.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
240.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
239.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
238.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
237.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
237.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
237.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
236.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
236.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
236.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
234.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
229.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
229.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
228.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
227.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
227.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
225.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
222.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
220.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
218.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
218.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
217.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
216.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
214.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
210.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
209.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
208.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
204.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
201.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
200.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
198.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
198.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
198.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
197.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
196.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
192.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
192.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
192.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
190.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
189.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
189.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
188.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
188.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
184.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
183.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
179.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
179.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
177.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
177.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
176.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
176.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
175.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
173.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
172.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
172.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
171.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
170.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
170.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
170.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
170.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
169.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
168.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
167.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
167.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
166.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
165.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
163.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
162.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
161.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
159.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
156.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
156.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
156.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
155.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
153.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
151.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
151.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
151.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
151.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
150.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
150.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
149.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
149.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
148.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
146.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
145.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
145.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
144.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
144.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
144.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
144.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
144.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
143.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
143.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
142.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
142.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
140.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
140.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
140.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
140.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
140.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
140.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
139.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
138.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
135.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
135.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
133.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
133.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
132.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
131.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
130.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
129.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
129.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
128.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
127.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
126.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
125.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
124.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
123.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
123.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
123.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
123.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
121.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
121.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
120.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
120.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
120.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
116.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
116.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
115.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
114.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
112.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
110.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
110.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
109.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
108.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
107.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
105.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
104.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
104.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
104.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
103.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
102.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
102.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
100.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
100.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
99.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
98.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
96.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
95.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
94.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
92.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
92.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
90.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
89.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
89.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
89.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
87.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
86.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
86.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
83.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
83.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
82.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
81.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
81.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
80.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
80.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
78.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
76.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
76.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
72.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
67.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
67.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
66.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
66.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
65.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
65.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
62.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
62.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
62.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
62.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
59.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
59.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
57.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
57.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
55.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
53.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
53.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
49.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
48.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
47.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
45.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
42.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
37.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
36.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
34.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
34.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
33.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
33.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
32.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
31.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
26.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
26.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
25.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
19.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
17.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
14.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
12.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
10.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
9.6
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0002270011
Tumor
1.5
CPT0000790001
Normal
0.9
CPT0081620001
Normal
0.9
CPT0088780001
Normal
0.8
CPT0065450001
Normal
0.8
CPT0088640003
Normal
0.8
CPT0006950001
Normal
0.8
CPT0089480003
Normal
0.8
CPT0092310003
Normal
0.8
CPT0077140001
Normal
0.8
CPT0007470001
Normal
0.7
CPT0066430001
Normal
0.7
CPT0025610001
Normal
0.7
CPT0078670001
Normal
0.7
CPT0079000001
Normal
0.7
CPT0088500001
Normal
0.7
CPT0001550001
Normal
0.7
CPT0069010001
Normal
0.7
CPT0078530001
Normal
0.7
CPT0077500001
Normal
0.7
CPT0078840001
Normal
0.7
CPT0088920001
Normal
0.7
CPT0001350001
Normal
0.7
CPT0001500009
Tumor
0.7
CPT0092800003
Normal
0.6
CPT0023710001
Normal
0.6
CPT0078940001
Normal
0.6
CPT0086890003
Normal
0.6
CPT0086370003
Normal
0.6
CPT0092740003
Normal
0.6
CPT0019160001
Normal
0.6
CPT0026420001
Normal
0.6
CPT0025920001
Normal
0.6
CPT0087050003
Normal
0.6
CPT0088710001
Normal
0.6
CPT0020020001
Normal
0.6
CPT0025060001
Normal
0.6
CPT0082010001
Normal
0.5
CPT0064400001
Normal
0.5
CPT0010170001
Normal
0.5
CPT0012570003
Normal
0.5
CPT0078660003
Tumor
0.5
CPT0012090003
Normal
0.5
CPT0014350001
Normal
0.5
CPT0024680001
Normal
0.5
CPT0012770003
Normal
0.5
CPT0079430001
Normal
0.5
CPT0078800003
Tumor
0.5
CPT0076350001
Normal
0.5
CPT0017450001
Normal
0.5
CPT0001510001
Normal
0.5
CPT0014130001
Normal
0.5
CPT0000890001
Normal
0.5
CPT0089040001
Normal
0.5
CPT0006730001
Normal
0.5
CPT0001230001
Normal
0.4
CPT0063330001
Normal
0.4
CPT0023360001
Normal
0.4
CPT0086830003
Normal
0.4
CPT0001190001
Normal
0.4
CPT0079300001
Normal
0.4
CPT0007870001
Normal
0.4
CPT0009080003
Normal
0.4
CPT0013790003
Normal
0.4
CPT0086970003
Normal
0.4
CPT0012640003
Normal
0.4
CPT0020130001
Normal
0.4
CPT0079180003
Tumor
0.4
CPT0065820001
Normal
0.4
CPT0088570001
Normal
0.3
CPT0002370001
Normal
0.3
CPT0006530001
Normal
0.3
CPT0066520001
Normal
0.3
CPT0088970003
Tumor
0.3
CPT0063640001
Normal
0.3
CPT0069190001
Normal
0.2
CPT0009020003
Normal
0.2
CPT0014470001
Normal
0.2
CPT0018250001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0079510001
Normal
0.0
CPT0010120001
Normal
-0.2
CPT0012920003
Normal
-0.2
CPT0007320003
Tumor
-0.2
CPT0001270001
Normal
-0.2
CPT0086870003
Tumor
-0.3
CPT0015730003
Tumor
-0.4
CPT0012670003
Tumor
-0.4
CPT0007860003
Tumor
-0.4
CPT0075170001
Normal
-0.4
CPT0025170003
Tumor
-0.4
CPT0086360003
Tumor
-0.4
CPT0025880003
Tumor
-0.4
CPT0084590001
Normal
-0.4
CPT0078510003
Tumor
-0.4
CPT0087040003
Tumor
-0.5
CPT0076330003
Tumor
-0.5
CPT0019990003
Tumor
-0.5
CPT0092190003
Normal
-0.5
CPT0089020003
Tumor
-0.5
CPT0077310003
Tumor
-0.5
CPT0065810003
Tumor
-0.5
CPT0017410003
Tumor
-0.6
CPT0001540009
Tumor
-0.6
CPT0006630003
Tumor
-0.6
CPT0069160003
Tumor
-0.6
CPT0092730003
Tumor
-0.6
CPT0012550003
Tumor
-0.6
CPT0063320003
Tumor
-0.6
CPT0079270003
Tumor
-0.6
CPT0017850003
Tumor
-0.7
CPT0021240003
Tumor
-0.7
CPT0012280003
Tumor
-0.7
CPT0077320001
Normal
-0.7
CPT0065430003
Tumor
-0.7
CPT0000870016
Tumor
-0.7
CPT0079480003
Tumor
-0.7
CPT0075720003
Tumor
-0.7
CPT0015910003
Tumor
-0.7
CPT0092790003
Tumor
-0.7
CPT0063630003
Tumor
-0.7
CPT0002350011
Tumor
-0.7
CPT0011410003
Tumor
-0.7
CPT0020120003
Tumor
-0.7
CPT0014160003
Tumor
-0.8
CPT0075560003
Tumor
-0.8
CPT0010110003
Tumor
-0.8
CPT0078930003
Tumor
-0.8
CPT0023690003
Tumor
-0.8
CPT0088480003
Tumor
-0.8
CPT0078990003
Tumor
-0.8
CPT0066480003
Tumor
-0.8
CPT0012080003
Tumor
-0.8
CPT0092290003
Tumor
-0.8
CPT0071150004
Tumor
-0.8
CPT0011240003
Tumor
-0.8
CPT0006440003
Tumor
-0.8
CPT0088760003
Tumor
-0.8
CPT0064370003
Tumor
-0.9
CPT0066470004
Tumor
-0.9
CPT0077110003
Tumor
-0.9
CPT0014370004
Tumor
-0.9
CPT0089460004
Tumor
-0.9
CPT0088550004
Tumor
-0.9
CPT0010160003
Tumor
-0.9
CPT0000780007
Tumor
-0.9
CPT0092160003
Tumor
-0.9
CPT0025580004
Tumor
-0.9
CPT0023350003
Tumor
-0.9
CPT0025050003
Tumor
-0.9
CPT0006900003
Tumor
-0.9
CPT0012180003
Tumor
-0.9
CPT0075130003
Tumor
-1.0
CPT0009060003
Tumor
-1.0
CPT0014450004
Tumor
-1.0
CPT0084560003
Tumor
-1.0
CPT0065750003
Tumor
-1.0
CPT0079230003
Tumor
-1.0
CPT0015810003
Tumor
-1.0
CPT0088690003
Tumor
-1.0
CPT0012900004
Tumor
-1.0
CPT0001220008
Tumor
-1.1
CPT0086820003
Tumor
-1.1
CPT0086030003
Tumor
-1.1
CPT0065870003
Tumor
-1.1
CPT0081990003
Tumor
-1.1
CPT0019130003
Tumor
-1.1
CPT0025290003
Tumor
-1.1
CPT0078830003
Tumor
-1.1
CPT0024670003
Tumor
-1.1
CPT0081600003
Tumor
-1.2
CPT0012370003
Tumor
-1.2
CPT0088900003
Tumor
-1.2
CPT0077490003
Tumor
-1.2
CPT0026410003
Tumor
-1.2
CPT0088630003
Tumor
-1.2
CPT0025350003
Tumor
-1.2
CPT0069000003
Tumor
-1.2
CPT0065930003
Tumor
-1.2
CPT0065690003
Tumor
-1.2
CPT0079410003
Tumor
-1.2
CPT0001260009
Tumor
-1.3
CPT0079380003
Tumor
-1.3
CPT0009000003
Tumor
-1.4
CPT0000640003
Tumor
-1.5
CPT0085670003
Tumor
-1.5
CPT0086950003
Tumor
-1.5
CPT0025110003
Tumor
-1.5
CPT0001340003
Tumor
-1.5
CPT0001180009
Tumor
-1.5
CPT0025230003
Tumor
-1.7
CPT0081880003
Tumor
-1.9
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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.