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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.
UQCR11 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
174.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
496.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
333.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
330.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
289.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
285.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
267.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
262.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
260.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
252.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
235.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
222.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
222.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
222.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
221.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
220.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
215.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
213.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
211.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
211.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
208.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
207.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
206.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
196.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
196.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
192.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
191.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
188.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
187.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
187.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
184.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
176.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
170.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
162.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
159.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
158.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
156.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
156.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
153.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
151.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
147.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
143.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
137.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
133.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
132.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
131.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
129.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
128.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
123.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
122.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
116.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
116.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
110.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
106.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
100.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
91.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
90.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
88.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
86.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
83.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
80.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
71.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
51.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
39.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UQCR11 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
79.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1145.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
461.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
322.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
257.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
228.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
209.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
208.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
207.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
186.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
185.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
174.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
158.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
154.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
149.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
149.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
145.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
145.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
144.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
138.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
135.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
129.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
128.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
127.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
127.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
125.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
125.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
125.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
123.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
122.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
121.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
120.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
120.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
119.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
118.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
117.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
116.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
116.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
116.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
114.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
114.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
112.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
112.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
111.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
110.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
110.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
110.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
110.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
110.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
109.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
109.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
107.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
107.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
107.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
107.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
107.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
106.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
106.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
105.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
105.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
105.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
104.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
104.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
104.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
104.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
103.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
102.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
102.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
102.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
102.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
101.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
101.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
101.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
101.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
101.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
100.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
100.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
99.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
99.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
99.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
99.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
98.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
98.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
98.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
97.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
97.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
97.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
97.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
97.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
97.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
97.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
96.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
96.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
96.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
96.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
96.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
96.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
96.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
95.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
95.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
95.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
94.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
93.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
93.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
92.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
92.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
92.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
92.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
91.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
91.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
91.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
91.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
91.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
91.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
91.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
90.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
90.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
90.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
90.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
90.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
90.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
89.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
89.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
89.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
89.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
89.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
89.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
88.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
88.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
88.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
88.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
88.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
88.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
88.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
88.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
87.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
87.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
87.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
87.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
87.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
87.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
87.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
87.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
87.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
86.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
86.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
86.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
86.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
86.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
86.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
85.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
85.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
85.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
84.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
84.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
84.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
84.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
84.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
83.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
83.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
83.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
82.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
82.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
82.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
82.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
82.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
82.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
82.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
82.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
82.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
81.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
81.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
81.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
81.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
81.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
81.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
81.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
81.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
81.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
80.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
80.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
80.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
80.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
80.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
79.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
79.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
79.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
79.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
78.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
78.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
78.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
78.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
78.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
78.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
78.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
78.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
78.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
78.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
77.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
77.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
77.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
77.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
77.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
77.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
77.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
77.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
77.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
77.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
77.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
77.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
77.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
77.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
77.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
76.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
76.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
76.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
76.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
76.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
76.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
76.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
76.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
76.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
75.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
75.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
75.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
75.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
75.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
75.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
75.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
75.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
74.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
74.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
74.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
74.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
74.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
74.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
74.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
74.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
74.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
73.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
73.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
73.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
73.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
73.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
73.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
73.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
73.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
73.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
73.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
73.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
73.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
72.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
72.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
72.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
72.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
72.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
72.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
72.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
72.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
72.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
71.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
71.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
71.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
71.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
71.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
71.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
71.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
71.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
71.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
71.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
71.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
71.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
70.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
70.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
70.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
70.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
70.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
70.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
70.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
70.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
70.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
70.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
69.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
69.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
69.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
69.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
69.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
69.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
69.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
69.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
69.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
69.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
69.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
69.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
68.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
68.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
68.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
68.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
68.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
68.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
68.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
68.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
68.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
68.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
68.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
68.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
67.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
67.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
67.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
67.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
67.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
67.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
67.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
67.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
67.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
67.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
67.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
67.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
67.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
66.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
66.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
66.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
66.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
66.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
65.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
65.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
65.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
65.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
65.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
65.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
65.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
65.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
65.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
65.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
65.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
64.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
64.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
64.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
64.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
64.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
64.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
64.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
64.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
64.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
64.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
64.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
64.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
64.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
64.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
64.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
64.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
64.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
64.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
63.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
63.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
63.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
63.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
63.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
63.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
63.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
63.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
62.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
62.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
62.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
62.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
62.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
62.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
62.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
62.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
62.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
62.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
62.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
62.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
62.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
61.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
61.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
61.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
61.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
61.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
61.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
61.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
61.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
61.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
60.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
60.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
60.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
60.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
60.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
60.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
60.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
60.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
60.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
60.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
60.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
60.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
60.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
60.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
60.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
60.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
59.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
59.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
59.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
59.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
59.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
59.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
59.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
59.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
59.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
59.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
59.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
58.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
58.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
58.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
58.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
58.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
58.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
58.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
58.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
57.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
57.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
57.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
57.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
57.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
57.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
57.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
57.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
57.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
57.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
57.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
57.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
57.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
56.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
56.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
56.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
56.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
56.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
56.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
55.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
55.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
55.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
55.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
55.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
55.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
54.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
54.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
54.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
54.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
54.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
54.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
54.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
53.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
53.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
53.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
53.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
53.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
53.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
52.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
52.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
52.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
51.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
51.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
51.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
51.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
51.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
51.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
51.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
51.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
50.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
50.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
50.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
50.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
50.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
50.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
49.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
49.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
49.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
49.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
49.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
49.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
47.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
47.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
47.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
47.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
47.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
46.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
46.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
46.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
45.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
45.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
45.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
44.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
44.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
43.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
43.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
43.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
43.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
42.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
42.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
41.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
41.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
41.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
41.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
40.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
40.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
40.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
39.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
39.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
39.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
38.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
37.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
37.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
35.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
34.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
31.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
26.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
24.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
21.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
19.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
17.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
17.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
15.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UQCR11 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
46.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
86.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
80.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
77.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
77.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
75.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
74.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
70.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
68.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
66.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
65.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
64.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
61.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
60.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
60.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
57.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
56.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
55.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
54.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
54.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
53.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
53.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
53.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
53.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
52.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
52.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
52.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
52.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
51.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
51.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
51.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
50.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
50.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
50.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
50.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
50.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
49.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
49.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
49.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
48.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
48.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
48.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
48.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
47.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
46.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
46.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
45.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
45.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
44.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
44.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
44.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
44.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
44.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
44.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
44.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
44.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
44.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
43.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
43.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
43.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
43.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
43.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
42.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
42.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
41.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
41.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
41.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
40.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
40.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
40.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
40.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
40.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
40.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
40.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
38.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
38.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
38.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
38.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
38.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
38.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
38.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
37.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
37.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
37.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
36.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
36.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
35.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
35.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
35.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
35.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
34.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
34.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
34.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
33.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
32.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
29.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
25.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
23.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
22.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
22.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UQCR11 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
107.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
299.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
281.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
260.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
239.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
229.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
223.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
220.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
220.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
217.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
212.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
198.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
191.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
187.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
186.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
185.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
185.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
184.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
182.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
181.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
178.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
178.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
177.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
177.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
176.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
173.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
172.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
171.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
167.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
165.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
162.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
162.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
162.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
159.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
159.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
157.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
157.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
156.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
155.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
154.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
153.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
153.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
151.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
150.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
150.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
147.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
147.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
146.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
146.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
145.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
145.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
142.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
142.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
141.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
141.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
138.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
134.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
133.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
133.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
133.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
132.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
132.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
132.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
132.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
131.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
131.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
131.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
130.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
130.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
129.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
128.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
126.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
125.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
124.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
124.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
124.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
124.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
123.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
123.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
123.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
123.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
122.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
122.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
120.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
120.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
119.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
119.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
118.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
117.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
117.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
117.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
116.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
116.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
116.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
116.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
114.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
114.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
114.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
114.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
114.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
114.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
114.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
113.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
113.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
113.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
113.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
112.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
112.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
112.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
112.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
112.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
112.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
112.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
111.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
111.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
110.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
110.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
110.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
110.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
110.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
109.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
109.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
109.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
109.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
109.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
109.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
108.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
108.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
108.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
108.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
108.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
108.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
108.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
107.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
107.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
107.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
106.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
105.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
104.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
104.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
104.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
103.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
103.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
103.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
102.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
101.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
101.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
101.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
101.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
101.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
101.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
100.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
100.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
99.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
99.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
98.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
98.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
98.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
98.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
98.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
97.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
97.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
96.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
96.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
96.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
96.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
96.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
95.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
95.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
95.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
94.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
93.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
93.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
92.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
92.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
91.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
91.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
91.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
90.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
90.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
89.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
88.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
88.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
88.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
87.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
87.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
87.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
87.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
87.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
87.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
86.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
86.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
85.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
85.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
85.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
85.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
85.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
84.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
84.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
84.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
84.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
84.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
83.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
83.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
83.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
82.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
81.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
81.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
80.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
80.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
80.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
79.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
78.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
78.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
78.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
78.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
77.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
76.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
76.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
76.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
76.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
75.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
74.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
73.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
72.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
72.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
72.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
72.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
72.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
71.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
71.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
71.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
71.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
71.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
69.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
69.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
68.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
68.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
67.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
67.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
66.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
66.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
66.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
65.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
65.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
64.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
64.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
64.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
62.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
62.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
59.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
58.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
57.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
56.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
55.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
55.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
54.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
54.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
53.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
53.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
53.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
51.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
49.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
48.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
47.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
47.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
46.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
45.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
43.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
41.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
40.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
38.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
37.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
34.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
34.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
31.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
30.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
30.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
27.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
15.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
15.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
13.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
6.1
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0066430001
Normal
1.9
CPT0088920001
Normal
1.6
CPT0012090003
Normal
1.6
CPT0010170001
Normal
1.5
CPT0023360001
Normal
1.4
CPT0006950001
Normal
1.3
CPT0014470001
Normal
1.3
CPT0026420001
Normal
1.2
CPT0089480003
Normal
1.2
CPT0092740003
Normal
1.2
CPT0017450001
Normal
1.2
CPT0065450001
Normal
1.2
CPT0012640003
Normal
1.1
CPT0088570001
Normal
1.0
CPT0081620001
Normal
1.0
CPT0009080003
Normal
1.0
CPT0002270011
Tumor
1.0
CPT0082010001
Normal
1.0
CPT0088780001
Normal
0.9
CPT0012290003
Normal
0.9
CPT0012770003
Normal
0.9
CPT0078840001
Normal
0.9
CPT0001230001
Normal
0.8
CPT0007470001
Normal
0.8
CPT0006730001
Normal
0.7
CPT0001190001
Normal
0.7
CPT0078940001
Normal
0.7
CPT0078670001
Normal
0.7
CPT0025060001
Normal
0.7
CPT0023710001
Normal
0.7
CPT0012570003
Normal
0.6
CPT0024680001
Normal
0.6
CPT0000790001
Normal
0.6
CPT0092310003
Normal
0.6
CPT0076350001
Normal
0.6
CPT0000660001
Normal
0.6
CPT0025920001
Normal
0.6
CPT0018250001
Normal
0.6
CPT0001350001
Normal
0.6
CPT0086890003
Normal
0.5
CPT0088710001
Normal
0.5
CPT0079430001
Normal
0.5
CPT0064400001
Normal
0.5
CPT0009020003
Normal
0.5
CPT0092800003
Normal
0.5
CPT0006630003
Tumor
0.5
CPT0069190001
Normal
0.5
CPT0001510001
Normal
0.5
CPT0087050003
Normal
0.5
CPT0089040001
Normal
0.4
CPT0025610001
Normal
0.4
CPT0088970003
Tumor
0.4
CPT0069010001
Normal
0.4
CPT0000890001
Normal
0.4
CPT0088500001
Normal
0.4
CPT0079000001
Normal
0.4
CPT0077140001
Normal
0.3
CPT0020020001
Normal
0.3
CPT0065820001
Normal
0.3
CPT0014350001
Normal
0.3
CPT0001550001
Normal
0.2
CPT0077500001
Normal
0.2
CPT0075570001
Normal
0.2
CPT0006900003
Tumor
0.1
CPT0086370003
Normal
0.1
CPT0092730003
Tumor
0.1
CPT0012920003
Normal
0.0
CPT0066520001
Normal
0.0
CPT0014130001
Normal
0.0
CPT0079180003
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0075560003
Tumor
0.0
CPT0086970003
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0007870001
Normal
-0.2
CPT0079510001
Normal
-0.2
CPT0092290003
Tumor
-0.2
CPT0063640001
Normal
-0.2
CPT0086830003
Normal
-0.3
CPT0023690003
Tumor
-0.3
CPT0066480003
Tumor
-0.3
CPT0063330001
Normal
-0.3
CPT0013790003
Normal
-0.3
CPT0089460004
Tumor
-0.4
CPT0075170001
Normal
-0.4
CPT0088640003
Normal
-0.4
CPT0086820003
Tumor
-0.4
CPT0088760003
Tumor
-0.4
CPT0002370001
Normal
-0.5
CPT0010120001
Normal
-0.5
CPT0078510003
Tumor
-0.5
CPT0006530001
Normal
-0.6
CPT0079300001
Normal
-0.6
CPT0078990003
Tumor
-0.7
CPT0012370003
Tumor
-0.7
CPT0081600003
Tumor
-0.7
CPT0012550003
Tumor
-0.7
CPT0084590001
Normal
-0.8
CPT0001500009
Tumor
-0.8
CPT0065810003
Tumor
-0.8
CPT0014370004
Tumor
-0.8
CPT0021240003
Tumor
-0.8
CPT0086360003
Tumor
-0.8
CPT0019130003
Tumor
-0.8
CPT0000640003
Tumor
-0.9
CPT0020130001
Normal
-0.9
CPT0017850003
Tumor
-0.9
CPT0007320003
Tumor
-0.9
CPT0012180003
Tumor
-0.9
CPT0024670003
Tumor
-1.0
CPT0001540009
Tumor
-1.0
CPT0001220008
Tumor
-1.0
CPT0000780007
Tumor
-1.0
CPT0015910003
Tumor
-1.1
CPT0084560003
Tumor
-1.1
CPT0025050003
Tumor
-1.1
CPT0078930003
Tumor
-1.1
CPT0078660003
Tumor
-1.1
CPT0065430003
Tumor
-1.2
CPT0017410003
Tumor
-1.2
CPT0077320001
Normal
-1.2
CPT0078830003
Tumor
-1.2
CPT0063630003
Tumor
-1.2
CPT0002350011
Tumor
-1.2
CPT0077490003
Tumor
-1.4
CPT0001180009
Tumor
-1.4
CPT0011240003
Tumor
-1.4
CPT0069000003
Tumor
-1.5
CPT0088480003
Tumor
-1.5
CPT0014160003
Tumor
-1.5
CPT0075130003
Tumor
-1.5
CPT0092790003
Tumor
-1.5
CPT0088630003
Tumor
-1.5
CPT0065870003
Tumor
-1.6
CPT0020120003
Tumor
-1.7
CPT0025580004
Tumor
-1.7
CPT0025880003
Tumor
-1.7
CPT0078530001
Normal
-1.7
CPT0025170003
Tumor
-1.7
CPT0001340003
Tumor
-1.7
CPT0089020003
Tumor
-1.8
CPT0077310003
Tumor
-1.8
CPT0011410003
Tumor
-1.8
CPT0069160003
Tumor
-1.8
CPT0087040003
Tumor
-1.9
CPT0079480003
Tumor
-2.0
CPT0088690003
Tumor
-2.0
CPT0010110003
Tumor
-2.0
CPT0025290003
Tumor
-2.0
CPT0009000003
Tumor
-2.0
CPT0012670003
Tumor
-2.1
CPT0063320003
Tumor
-2.1
CPT0086870003
Tumor
-2.1
CPT0023350003
Tumor
-2.1
CPT0071150004
Tumor
-2.2
CPT0081990003
Tumor
-2.2
CPT0075720003
Tumor
-2.2
CPT0009060003
Tumor
-2.3
CPT0007860003
Tumor
-2.3
CPT0012280003
Tumor
-2.3
CPT0012080003
Tumor
-2.4
CPT0079410003
Tumor
-2.5
CPT0081880003
Tumor
-2.5
CPT0065690003
Tumor
-2.5
CPT0077110003
Tumor
-2.7
CPT0025110003
Tumor
-2.7
CPT0012900004
Tumor
-2.8
CPT0065930003
Tumor
-2.8
CPT0064370003
Tumor
-2.8
CPT0088550004
Tumor
-2.9
CPT0066470004
Tumor
-2.9
CPT0001270001
Normal
-2.9
CPT0076330003
Tumor
-3.0
CPT0025350003
Tumor
-3.2
CPT0026410003
Tumor
-3.3
CPT0006440003
Tumor
-3.3
CPT0092160003
Tumor
-3.4
CPT0019990003
Tumor
-3.5
CPT0092190003
Normal
-4.0
CPT0001260009
Tumor
-4.2
CPT0010160003
Tumor
-4.5
CPT0086950003
Tumor
-4.7
CPT0014450004
Tumor
-5.9
CPT0088900003
Tumor
-6.0
CPT0078800003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025230003
Tumor
N/A
CPT0079230003
Tumor
N/A
CPT0079270003
Tumor
N/A
CPT0015810003
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0015730003
Tumor
N/A
CPT0085670003
Tumor
N/A
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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.
The Human Protein Atlas project is funded
