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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.
POLDIP2 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
65.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
181.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
152.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
125.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
122.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
111.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
111.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
96.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
92.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
90.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
86.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
85.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
82.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
82.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
80.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
80.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
80.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
79.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
78.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
77.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
76.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
74.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
71.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
69.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
68.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
67.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
65.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
61.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
61.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
60.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
59.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
59.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
58.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
58.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
57.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
56.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
54.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
53.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
51.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
51.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
50.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
50.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
50.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
50.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
49.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
48.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
48.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
47.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
46.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
46.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
44.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
44.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
43.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
42.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
42.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
42.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
41.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
40.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
39.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
38.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
35.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
32.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
29.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
26.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 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.
POLDIP2 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
60.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
190.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
179.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
149.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
132.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
131.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
129.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
126.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
118.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
117.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
115.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
114.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
107.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
105.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
105.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
104.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
102.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
99.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
98.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
97.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
96.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
96.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
95.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
95.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
94.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
93.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
93.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
92.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
91.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
90.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
90.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
85.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
84.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
84.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
84.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
84.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
83.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
83.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
83.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
83.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
83.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
82.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
82.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
82.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
82.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
82.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
81.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
81.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
81.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
81.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
81.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
81.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
80.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
80.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
80.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
80.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
80.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
80.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
79.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
79.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
79.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
79.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
79.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
78.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
78.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
78.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
78.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
78.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
78.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
78.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
77.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
77.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
77.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
76.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
76.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
76.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
76.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
76.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
76.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
75.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
75.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
75.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
75.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
75.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
74.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
74.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
74.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
74.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
74.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
74.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
74.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
74.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
74.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
74.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
74.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
73.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
73.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
73.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
73.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
73.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
73.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
73.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
73.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
73.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
72.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
72.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
72.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
72.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
72.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
72.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
72.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
72.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
72.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
72.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
72.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
71.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
71.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
71.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
71.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
71.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
71.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
71.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
71.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
70.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
70.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
70.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
70.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
70.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
70.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
70.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
70.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
69.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
69.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
69.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
69.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
69.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
69.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
69.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
69.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
69.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
69.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
69.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
68.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
68.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
68.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
68.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
68.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
68.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
68.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
68.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
68.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
68.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
68.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
68.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
67.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
67.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
67.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
67.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
67.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
67.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
67.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
67.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
67.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
67.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
67.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
67.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
67.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
67.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
67.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
66.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
66.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
66.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
66.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
66.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
66.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
66.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
66.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
66.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
66.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
66.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
66.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
66.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
66.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
66.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
66.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
65.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
65.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
65.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
65.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
65.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
65.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
65.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
65.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
65.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
65.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
65.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
65.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
65.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
65.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
65.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
65.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
65.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
65.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
64.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
64.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
64.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
64.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
64.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
64.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
64.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
64.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
64.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
64.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
64.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
63.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
63.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
63.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
63.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
63.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
63.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
63.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
63.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
63.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
63.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
63.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
63.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
63.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
62.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
62.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
62.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
62.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
62.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
62.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
62.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
62.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
62.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
62.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
62.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
61.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
61.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
61.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
61.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
61.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
61.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
61.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
60.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
60.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
60.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
60.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
60.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
60.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
60.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
60.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
60.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
60.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
60.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
60.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
60.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
59.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
59.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
59.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
59.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
59.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
59.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
59.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
59.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
59.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
59.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
59.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
59.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
59.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
59.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
59.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
59.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
59.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
59.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
59.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
58.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
58.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
58.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
58.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
58.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
58.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
58.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
58.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
58.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
58.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
58.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
58.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
58.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
57.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
57.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
57.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
57.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
57.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
57.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
56.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
56.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
56.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
56.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
56.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
56.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
56.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
56.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
56.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
56.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
56.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
56.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
56.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
56.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
56.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
56.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
55.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
55.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
55.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
55.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
55.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
55.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
55.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
55.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
55.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
55.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
55.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
55.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
55.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
55.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
55.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
55.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
54.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
54.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
54.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
54.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
54.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
53.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
53.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
53.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
53.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
53.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
53.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
53.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
53.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
53.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
53.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
52.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
52.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
52.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
52.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
52.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
52.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
52.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
52.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
52.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
52.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
52.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
52.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
52.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
52.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
51.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
51.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
51.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
51.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
51.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
51.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
51.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
51.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
51.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
51.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
51.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
51.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
51.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
50.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
50.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
50.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
50.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
50.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
50.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
50.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
50.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
50.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
50.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
50.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
50.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
50.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
50.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
50.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
49.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
49.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
49.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
49.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
49.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
49.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
49.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
49.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
49.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
49.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
49.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
48.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
48.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
48.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
48.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
47.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
47.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
47.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
47.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
47.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
47.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
47.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
47.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
47.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
47.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
47.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
47.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
47.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
47.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
46.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
46.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
46.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
46.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
46.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
46.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
46.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
46.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
46.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
46.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
45.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
45.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
45.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
45.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
45.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
45.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
44.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
44.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
44.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
44.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
44.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
44.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
43.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
43.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
43.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
43.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
43.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
43.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
42.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
42.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
42.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
42.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
42.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
42.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
42.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
41.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
41.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
41.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
41.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
41.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
41.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
41.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
41.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
41.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
41.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
41.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
40.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
40.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
40.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
40.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
40.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
40.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
40.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
40.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
40.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
39.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
39.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
39.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
39.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
38.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
37.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
37.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
37.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
36.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
36.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
36.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
36.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
36.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
36.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
36.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
36.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
35.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
35.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
35.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
35.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
34.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
34.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
34.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
33.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
33.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
32.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
32.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
31.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
31.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
30.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
29.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
29.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
28.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
28.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
28.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
28.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
28.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
28.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
26.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
25.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
25.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
25.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
24.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
22.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
22.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
21.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
21.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
21.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
19.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
18.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
18.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
15.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 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.
POLDIP2 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
63.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
131.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
121.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
99.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
93.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
88.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
87.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
87.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
86.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
84.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
80.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
80.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
79.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
78.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
78.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
77.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
77.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
77.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
76.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
76.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
75.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
74.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
74.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
74.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
72.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
71.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
71.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
71.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
71.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
70.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
69.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
68.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
68.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
68.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
68.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
67.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
67.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
67.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
65.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
65.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
65.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
64.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
64.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
64.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
64.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
64.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
63.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
63.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
63.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
63.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
62.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
62.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
61.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
61.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
61.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
59.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
59.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
59.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
58.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
58.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
58.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
58.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
58.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
58.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
57.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
57.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
57.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
57.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
56.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
56.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
56.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
56.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
55.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
55.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
55.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
54.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
54.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
53.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
52.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
52.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
51.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
51.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
50.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
50.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
50.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
50.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
48.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
48.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
47.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
46.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
45.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
45.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
44.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
44.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
42.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
40.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
40.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
39.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
39.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
37.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 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.
POLDIP2 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
109.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
318.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
305.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
258.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
258.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
243.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
213.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
210.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
206.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
202.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
198.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
192.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
188.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
186.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
184.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
182.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
180.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
180.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
177.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
176.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
174.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
171.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
165.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
164.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
164.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
162.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
162.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
161.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
160.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
159.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
158.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
157.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
156.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
154.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
153.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
151.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
151.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
151.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
150.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
149.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
149.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
148.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
148.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
148.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
147.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
144.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
143.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
141.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
141.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
141.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
141.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
140.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
139.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
139.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
139.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
137.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
137.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
135.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
135.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
134.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
132.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
131.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
131.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
130.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
130.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
129.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
129.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
129.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
128.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
127.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
127.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
127.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
127.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
126.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
125.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
125.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
124.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
123.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
122.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
122.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
122.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
122.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
122.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
121.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
121.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
121.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
121.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
120.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
119.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
119.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
118.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
118.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
117.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
116.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
116.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
115.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
115.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
115.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
115.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
115.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
115.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
113.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
113.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
113.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
113.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
113.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
113.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
113.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
112.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
112.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
112.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
112.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
112.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
111.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
111.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
110.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
110.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
109.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
109.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
109.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
109.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
108.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
108.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
108.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
108.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
107.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
107.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
107.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
107.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
107.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
107.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
107.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
106.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
106.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
106.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
106.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
106.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
105.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
105.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
105.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
104.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
104.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
104.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
103.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
103.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
103.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
103.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
103.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
102.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
102.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
102.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
101.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
101.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
101.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
100.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
100.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
99.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
99.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
99.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
99.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
98.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
98.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
98.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
98.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
98.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
98.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
97.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
97.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
97.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
96.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
96.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
95.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
95.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
95.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
95.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
95.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
94.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
93.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
93.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
93.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
93.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
93.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
92.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
92.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
92.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
92.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
92.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
92.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
92.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
91.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
91.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
91.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
91.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
90.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
90.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
90.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
90.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
90.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
89.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
89.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
89.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
89.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
89.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
89.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
88.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
88.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
88.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
88.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
88.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
87.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
87.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
86.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
86.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
85.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
85.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
85.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
83.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
83.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
83.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
82.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
82.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
82.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
81.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
80.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
79.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
79.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
79.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
78.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
78.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
77.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
76.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
74.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
73.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
73.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
73.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
72.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
72.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
72.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
72.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
72.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
71.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
71.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
70.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
70.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
70.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
70.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
69.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
68.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
67.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
66.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
66.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
66.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
66.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
65.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
64.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
64.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
63.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
63.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
63.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
61.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
61.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
61.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
61.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
60.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
59.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
58.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
58.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
58.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
55.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
55.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
54.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
52.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
51.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
51.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
49.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
47.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
45.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
43.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
41.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
39.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
39.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
34.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
33.6
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0092740003
Normal
0.9
CPT0002270011
Tumor
0.8
CPT0065450001
Normal
0.8
CPT0012770003
Normal
0.8
CPT0078840001
Normal
0.8
CPT0012090003
Normal
0.8
CPT0088780001
Normal
0.7
CPT0006950001
Normal
0.7
CPT0077140001
Normal
0.7
CPT0010170001
Normal
0.7
CPT0076350001
Normal
0.7
CPT0077500001
Normal
0.7
CPT0092310003
Normal
0.7
CPT0088920001
Normal
0.7
CPT0009080003
Normal
0.7
CPT0026420001
Normal
0.7
CPT0000790001
Normal
0.7
CPT0092800003
Normal
0.7
CPT0023710001
Normal
0.7
CPT0079000001
Normal
0.7
CPT0066430001
Normal
0.7
CPT0012570003
Normal
0.7
CPT0088500001
Normal
0.6
CPT0006730001
Normal
0.6
CPT0087050003
Normal
0.6
CPT0078530001
Normal
0.6
CPT0079430001
Normal
0.6
CPT0025060001
Normal
0.6
CPT0001350001
Normal
0.6
CPT0000890001
Normal
0.5
CPT0025610001
Normal
0.5
CPT0078800003
Tumor
0.5
CPT0020020001
Normal
0.5
CPT0086890003
Normal
0.5
CPT0014350001
Normal
0.5
CPT0069010001
Normal
0.5
CPT0020130001
Normal
0.5
CPT0081620001
Normal
0.5
CPT0086370003
Normal
0.5
CPT0013790003
Normal
0.5
CPT0001500009
Tumor
0.5
CPT0082010001
Normal
0.5
CPT0089040001
Normal
0.5
CPT0088710001
Normal
0.5
CPT0078670001
Normal
0.5
CPT0089480003
Normal
0.5
CPT0007470001
Normal
0.4
CPT0023360001
Normal
0.4
CPT0064400001
Normal
0.4
CPT0017450001
Normal
0.4
CPT0024680001
Normal
0.4
CPT0086970003
Normal
0.4
CPT0075570001
Normal
0.4
CPT0014130001
Normal
0.4
CPT0007870001
Normal
0.4
CPT0012290003
Normal
0.4
CPT0063640001
Normal
0.4
CPT0014470001
Normal
0.4
CPT0078940001
Normal
0.3
CPT0019160001
Normal
0.3
CPT0018250001
Normal
0.3
CPT0088570001
Normal
0.3
CPT0063330001
Normal
0.3
CPT0001510001
Normal
0.2
CPT0066520001
Normal
0.2
CPT0088640003
Normal
0.2
CPT0025920001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0001550001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0065820001
Normal
0.2
CPT0009020003
Normal
0.2
CPT0006530001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0001230001
Normal
0.1
CPT0002370001
Normal
0.1
CPT0069190001
Normal
0.0
CPT0024670003
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0088690003
Tumor
-0.1
CPT0015730003
Tumor
-0.1
CPT0088970003
Tumor
-0.1
CPT0012550003
Tumor
-0.1
CPT0012900004
Tumor
-0.1
CPT0075170001
Normal
-0.1
CPT0078660003
Tumor
-0.1
CPT0079180003
Tumor
-0.1
CPT0023350003
Tumor
-0.1
CPT0012640003
Normal
-0.2
CPT0010120001
Normal
-0.2
CPT0079410003
Tumor
-0.2
CPT0012180003
Tumor
-0.2
CPT0001270001
Normal
-0.2
CPT0007320003
Tumor
-0.2
CPT0092290003
Tumor
-0.2
CPT0081880003
Tumor
-0.2
CPT0079300001
Normal
-0.3
CPT0086820003
Tumor
-0.3
CPT0019990003
Tumor
-0.3
CPT0009060003
Tumor
-0.3
CPT0066470004
Tumor
-0.3
CPT0069160003
Tumor
-0.3
CPT0012280003
Tumor
-0.3
CPT0089460004
Tumor
-0.3
CPT0064370003
Tumor
-0.3
CPT0017850003
Tumor
-0.4
CPT0026410003
Tumor
-0.4
CPT0020120003
Tumor
-0.4
CPT0084590001
Normal
-0.4
CPT0069000003
Tumor
-0.4
CPT0076330003
Tumor
-0.4
CPT0078930003
Tumor
-0.4
CPT0065750003
Tumor
-0.4
CPT0014450004
Tumor
-0.4
CPT0088480003
Tumor
-0.4
CPT0086950003
Tumor
-0.4
CPT0081600003
Tumor
-0.4
CPT0063630003
Tumor
-0.4
CPT0025170003
Tumor
-0.4
CPT0006440003
Tumor
-0.5
CPT0007860003
Tumor
-0.5
CPT0002350011
Tumor
-0.5
CPT0078830003
Tumor
-0.5
CPT0025050003
Tumor
-0.5
CPT0063320003
Tumor
-0.5
CPT0075130003
Tumor
-0.5
CPT0087040003
Tumor
-0.5
CPT0077320001
Normal
-0.5
CPT0014160003
Tumor
-0.5
CPT0000780007
Tumor
-0.5
CPT0065430003
Tumor
-0.5
CPT0019130003
Tumor
-0.5
CPT0010110003
Tumor
-0.5
CPT0079510001
Normal
-0.5
CPT0086030003
Tumor
-0.5
CPT0015810003
Tumor
-0.5
CPT0088760003
Tumor
-0.5
CPT0066480003
Tumor
-0.5
CPT0006900003
Tumor
-0.5
CPT0075720003
Tumor
-0.5
CPT0011410003
Tumor
-0.5
CPT0001540009
Tumor
-0.5
CPT0086360003
Tumor
-0.6
CPT0077310003
Tumor
-0.6
CPT0075560003
Tumor
-0.6
CPT0001260009
Tumor
-0.6
CPT0077110003
Tumor
-0.6
CPT0001340003
Tumor
-0.6
CPT0079480003
Tumor
-0.6
CPT0092160003
Tumor
-0.6
CPT0065930003
Tumor
-0.6
CPT0084560003
Tumor
-0.6
CPT0025880003
Tumor
-0.6
CPT0071150004
Tumor
-0.6
CPT0086870003
Tumor
-0.6
CPT0065810003
Tumor
-0.6
CPT0000870016
Tumor
-0.6
CPT0092190003
Normal
-0.6
CPT0025580004
Tumor
-0.6
CPT0012080003
Tumor
-0.6
CPT0014370004
Tumor
-0.6
CPT0077490003
Tumor
-0.6
CPT0025290003
Tumor
-0.6
CPT0001180009
Tumor
-0.6
CPT0065870003
Tumor
-0.7
CPT0065690003
Tumor
-0.7
CPT0012370003
Tumor
-0.7
CPT0025230003
Tumor
-0.7
CPT0081990003
Tumor
-0.7
CPT0010160003
Tumor
-0.7
CPT0006630003
Tumor
-0.7
CPT0009000003
Tumor
-0.7
CPT0011240003
Tumor
-0.7
CPT0001220008
Tumor
-0.7
CPT0021240003
Tumor
-0.7
CPT0079270003
Tumor
-0.7
CPT0017410003
Tumor
-0.7
CPT0015910003
Tumor
-0.7
CPT0078510003
Tumor
-0.8
CPT0023690003
Tumor
-0.8
CPT0088550004
Tumor
-0.8
CPT0025110003
Tumor
-0.8
CPT0088630003
Tumor
-0.8
CPT0088900003
Tumor
-0.8
CPT0092790003
Tumor
-0.8
CPT0089020003
Tumor
-0.8
CPT0092730003
Tumor
-0.8
CPT0025350003
Tumor
-0.9
CPT0079230003
Tumor
-0.9
CPT0085670003
Tumor
-0.9
CPT0079380003
Tumor
-1.0
CPT0078990003
Tumor
-1.0
CPT0000640003
Tumor
-1.1
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
