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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.
NPIPB12 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
20.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
100.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
86.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
62.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
57.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
54.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
50.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
49.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
48.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
46.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
43.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
42.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
41.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
38.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
35.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
33.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
32.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
29.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
29.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
29.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
28.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
26.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
24.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
24.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
22.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
20.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
19.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
17.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
17.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
16.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
16.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
15.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
15.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
15.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
15.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
12.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
11.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
11.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
11.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
10.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
9.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
9.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
6.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 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.
NPIPB12 is potential prognostic, high expression is unfavorable 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
42.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
260.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
224.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
219.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
192.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
189.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
182.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
180.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
178.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
164.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
155.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
154.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
153.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
147.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
141.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
134.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
131.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
127.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
123.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
121.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
119.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
115.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
114.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
114.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
113.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
110.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
110.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
110.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
108.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
107.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
106.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
106.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
105.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
104.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
103.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
103.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
101.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
101.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
100.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
99.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
97.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
95.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
94.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
94.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
93.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
92.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
92.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
92.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
91.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
91.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
91.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
90.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
89.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
89.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
89.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
88.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
88.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
86.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
86.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
84.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
83.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
83.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
82.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
81.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
81.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
80.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
79.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
79.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
79.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
79.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
79.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
79.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
78.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
78.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
78.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
77.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
76.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
76.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
75.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
75.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
75.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
75.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
75.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
75.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
75.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
74.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
73.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
73.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
73.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
73.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
72.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
72.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
72.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
72.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
72.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
72.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
71.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
71.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
70.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
70.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
69.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
69.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
67.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
67.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
67.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
66.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
66.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
66.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
66.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
64.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
64.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
64.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
64.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
64.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
63.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
63.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
63.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
63.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
62.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
62.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
61.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
60.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
60.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
60.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
59.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
58.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
58.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
58.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
58.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
58.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
58.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
58.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
57.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
57.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
57.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
57.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
57.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
56.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
55.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
55.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
55.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
55.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
55.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
55.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
55.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
54.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
54.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
54.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
54.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
53.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
53.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
53.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
53.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
53.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
52.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
52.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
52.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
51.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
51.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
51.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
51.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
51.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
50.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
50.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
50.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
50.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
50.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
49.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
49.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
49.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
48.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
48.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
48.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
48.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
48.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
47.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
47.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
47.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
47.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
47.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
47.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
46.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
46.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
46.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
46.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
45.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
45.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
44.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
44.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
44.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
44.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
44.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
43.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
43.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
43.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
43.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
42.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
42.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
42.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
41.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
41.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
41.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
41.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
41.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
41.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
41.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
40.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
40.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
40.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
40.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
39.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
39.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
39.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
39.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
38.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
38.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
38.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
38.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
37.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
37.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
37.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
37.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
37.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
37.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
37.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
37.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
37.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
36.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
36.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
36.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
36.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
36.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
36.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
36.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
36.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
35.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
35.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
35.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
35.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
34.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
34.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
34.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
34.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
34.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
33.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
33.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
33.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
33.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
33.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
33.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
33.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
32.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
32.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
32.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
32.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
32.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
31.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
31.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
31.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
31.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
31.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
31.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
31.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
31.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
30.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
30.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
30.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
30.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
30.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
30.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
30.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
29.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
29.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
29.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
29.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
29.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
29.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
29.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
29.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
29.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
29.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
29.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
28.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
28.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
28.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
28.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
28.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
28.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
28.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
28.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
28.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
28.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
28.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
28.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
28.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
27.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
27.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
27.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
27.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
26.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
26.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
26.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
26.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
26.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
26.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
26.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
26.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
26.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
26.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
26.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
25.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
25.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
25.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
25.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
24.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
24.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
24.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
24.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
23.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
23.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
23.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
23.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
23.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
23.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
23.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
23.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
23.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
23.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
22.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
22.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
22.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
22.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
22.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
22.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
22.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
22.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
22.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
22.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
22.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
21.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
21.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
21.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
21.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
21.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
21.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
20.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
20.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
20.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
20.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
20.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
20.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
20.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
20.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
20.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
20.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
20.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
20.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
20.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
19.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
19.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
19.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
19.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
19.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
18.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
18.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
18.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
18.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
18.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
18.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
18.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
18.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
17.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
17.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
17.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
17.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
17.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
17.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
17.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
17.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
16.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
16.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
16.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
16.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
16.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
16.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
16.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
16.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
16.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
15.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
15.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
15.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
15.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
15.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
15.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
15.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
15.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
15.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
15.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
15.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
15.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
15.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
15.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
15.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
14.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
14.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
14.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
14.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
14.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
14.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
14.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
14.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
14.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
14.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
14.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
13.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
13.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
13.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
13.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
13.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
13.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
13.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
13.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
13.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
13.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
13.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
13.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
13.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
13.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
13.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
13.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
13.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
12.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
12.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
12.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
12.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
12.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
12.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
12.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
12.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
12.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
12.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
12.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
12.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
12.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
11.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
11.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
11.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
11.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
11.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
11.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
11.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
11.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
11.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
11.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
11.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
11.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
11.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
11.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
10.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
10.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
10.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
10.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
10.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
10.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
10.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
10.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
9.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
9.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
9.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
9.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
9.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
9.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
8.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
8.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
8.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
8.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
8.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
8.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
8.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
8.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
8.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
8.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
8.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
7.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
7.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
7.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
7.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
7.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
7.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
7.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
7.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
7.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
7.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
7.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
6.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
6.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
6.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
6.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
6.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
6.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
6.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
6.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
5.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
5.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
5.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
5.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
5.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
5.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
4.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
4.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
4.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
4.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
4.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
4.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
3.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
3.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
3.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
3.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
2.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
2.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
2.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 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.
NPIPB12 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
19.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
61.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
57.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
42.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
39.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
39.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
34.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
34.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
33.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
33.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
32.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
31.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
30.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
30.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
30.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
28.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
27.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
27.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
26.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
25.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
24.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
24.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
23.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
23.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
23.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
22.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
22.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
22.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
22.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
22.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
22.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
22.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
21.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
21.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
21.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
21.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
21.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
21.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
21.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
20.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
20.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
20.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
20.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
19.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
19.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
19.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
18.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
17.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
17.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
17.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
17.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
17.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
17.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
16.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
16.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
16.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
16.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
16.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
15.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
15.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
15.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
15.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
15.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
14.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
14.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
14.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
14.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
14.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
14.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
14.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
14.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
14.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
14.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
13.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
13.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
13.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
13.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
12.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
12.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
12.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
12.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
11.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
11.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
11.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
11.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
10.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
10.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
10.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
10.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
10.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
9.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
9.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
9.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
8.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
8.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
8.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
8.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
7.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
6.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
6.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 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.
NPIPB12 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
37.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
308.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
275.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
272.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
218.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
213.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
179.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
178.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
150.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
149.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
121.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
119.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
116.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
115.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
113.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
112.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
110.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
106.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
106.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
102.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
100.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
95.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
95.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
93.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
91.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
91.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
90.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
89.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
87.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
87.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
85.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
82.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
80.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
80.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
80.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
76.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
74.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
74.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
74.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
73.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
73.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
72.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
71.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
70.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
69.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
68.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
68.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
68.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
67.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
66.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
66.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
65.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
64.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
64.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
63.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
62.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
62.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
61.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
60.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
60.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
58.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
58.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
58.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
57.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
55.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
55.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
54.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
52.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
52.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
52.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
51.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
51.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
51.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
51.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
50.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
50.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
49.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
49.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
49.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
49.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
49.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
47.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
47.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
46.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
46.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
46.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
45.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
44.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
44.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
44.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
43.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
43.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
43.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
42.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
42.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
41.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
41.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
41.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
40.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
40.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
39.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
39.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
38.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
38.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
38.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
38.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
37.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
36.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
36.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
36.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
36.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
35.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
35.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
35.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
34.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
34.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
33.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
33.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
33.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
33.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
32.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
32.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
32.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
32.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
32.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
31.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
31.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
31.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
30.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
30.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
30.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
30.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
30.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
30.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
30.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
30.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
29.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
29.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
29.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
28.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
27.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
27.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
27.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
26.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
26.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
26.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
26.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
25.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
25.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
25.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
25.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
24.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
24.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
23.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
23.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
23.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
23.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
22.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
21.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
21.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
20.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
20.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
20.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
20.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
19.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
19.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
18.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
18.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
17.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
17.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
17.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
17.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
16.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
16.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
16.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
16.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
15.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
14.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
14.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
13.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
13.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
13.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
13.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
13.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
12.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
12.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
12.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
11.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
11.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
11.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
11.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
11.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
10.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
10.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
10.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
10.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
9.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
9.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
8.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
8.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
7.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
7.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
7.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
6.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
6.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
6.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
6.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
5.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
4.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
3.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
3.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
2.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
1.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
