We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
NPIPB3 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
17.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
98.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
62.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
55.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
55.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
42.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
38.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
37.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
36.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
36.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
35.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
35.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
32.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
31.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
31.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
29.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
27.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
27.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
26.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
26.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
25.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
22.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
19.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
19.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
19.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
19.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
19.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
18.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
17.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
17.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
16.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
15.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
14.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
14.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
14.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
12.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
12.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
10.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
9.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
8.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
7.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
6.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
6.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
5.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
3.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
1.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
1.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
1.0
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-8423-01A
0 years, male, white, stage:Stage I, alive, 788 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-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 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.
NPIPB3 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
58.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
344.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
299.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
286.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
249.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
248.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
242.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
221.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
214.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
211.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
206.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
204.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
202.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
192.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
185.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
183.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
180.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
176.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
173.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
169.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
168.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
166.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
162.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
160.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
155.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
154.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
152.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
148.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
143.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
142.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
140.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
140.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
138.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
138.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
136.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
134.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
134.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
133.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
133.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
132.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
132.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
131.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
131.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
129.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
129.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
129.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
128.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
128.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
127.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
127.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
125.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
124.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
124.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
122.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
121.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
121.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
121.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
120.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
120.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
120.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
119.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
119.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
118.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
118.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
117.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
115.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
114.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
114.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
113.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
113.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
112.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
112.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
112.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
110.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
110.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
110.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
109.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
108.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
108.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
108.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
108.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
108.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
108.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
108.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
107.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
106.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
106.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
104.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
103.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
103.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
103.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
103.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
101.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
101.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
101.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
100.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
100.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
100.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
100.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
100.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
99.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
97.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
97.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
96.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
96.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
95.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
95.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
94.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
94.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
93.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
93.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
93.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
92.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
92.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
92.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
91.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
91.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
90.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
90.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
89.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
89.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
88.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
88.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
88.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
88.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
88.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
86.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
86.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
85.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
85.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
85.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
84.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
84.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
83.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
83.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
83.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
83.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
83.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
83.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
82.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
81.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
80.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
79.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
78.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
78.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
78.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
77.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
77.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
76.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
76.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
76.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
76.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
75.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
75.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
74.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
73.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
73.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
72.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
72.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
72.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
72.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
72.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
72.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
71.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
71.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
71.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
71.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
70.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
70.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
69.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
69.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
69.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
69.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
69.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
69.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
68.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
68.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
68.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
68.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
68.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
67.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
67.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
67.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
66.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
65.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
65.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
65.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
65.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
64.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
64.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
64.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
64.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
63.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
63.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
62.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
62.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
61.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
61.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
60.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
60.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
59.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
59.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
59.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
59.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
59.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
58.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
58.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
57.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
56.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
56.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
55.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
55.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
55.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
54.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
54.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
54.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
54.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
54.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
54.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
54.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
53.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
53.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
53.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
53.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
53.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
52.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
52.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
52.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
52.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
52.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
51.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
51.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
51.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
51.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
50.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
49.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
49.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
49.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
48.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
48.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
48.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
47.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
47.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
47.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
46.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
46.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
46.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
46.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
46.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
46.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
46.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
46.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
46.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
46.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
45.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
45.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
45.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
44.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
44.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
44.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
44.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
43.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
43.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
42.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
42.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
42.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
42.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
41.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
41.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
41.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
41.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
41.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
40.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
40.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
40.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
40.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
40.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
40.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
40.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
39.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
39.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
39.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
38.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
38.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
37.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
37.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
37.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
37.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
37.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
36.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
36.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
36.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
36.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
36.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
35.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
35.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
35.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
35.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
35.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
34.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
34.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
34.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
34.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
34.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
34.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
34.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
34.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
33.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
33.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
33.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
32.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
32.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
32.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
32.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
32.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
31.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
31.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
31.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
31.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
30.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
30.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
30.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
30.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
30.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
29.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
29.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
29.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
29.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
29.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
29.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
28.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
28.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
28.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
28.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
28.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
28.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
28.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
28.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
28.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
28.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
28.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
27.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
27.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
27.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
27.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
27.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
27.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
26.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
26.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
26.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
26.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
25.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
25.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
25.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
25.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
24.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
24.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
24.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
24.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
24.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
23.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
23.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
23.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
23.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
23.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
23.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
23.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
23.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
23.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
23.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
22.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
22.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
22.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
22.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
22.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
22.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
22.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
22.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
22.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
21.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
21.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
21.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
21.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
21.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
21.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
21.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
21.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
21.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
21.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
21.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
21.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
21.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
21.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
21.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
20.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
20.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
20.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
20.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
20.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
20.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
20.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
20.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
20.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
20.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
20.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
20.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
19.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
19.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
19.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
19.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
19.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
19.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
19.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
19.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
19.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
19.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
19.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
18.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
18.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
18.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
18.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
18.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
18.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
18.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
18.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
18.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
18.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
18.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
18.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
17.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
17.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
17.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
17.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
17.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
17.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
17.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
17.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
17.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
17.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
17.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
16.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
16.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
16.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
16.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
16.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
16.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
16.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
16.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
16.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
16.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
16.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
16.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
15.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
15.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
15.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
15.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
15.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
15.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
15.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
15.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
15.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
15.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
15.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
14.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
14.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
14.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
14.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
13.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
13.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
12.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
12.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
12.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
12.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
12.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
12.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
11.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
11.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
11.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
11.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
11.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
11.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
10.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
10.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
10.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
10.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
10.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
9.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
9.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
9.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
9.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
9.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
9.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
9.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
9.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
9.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
9.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
8.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
8.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
8.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
8.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
7.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
7.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
7.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
7.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
7.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
7.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
7.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
6.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
5.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
5.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
4.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
4.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
3.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
3.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
3.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
2.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
2.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
2.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
2.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
0.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NPIPB3 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
25.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
86.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
72.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
70.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
66.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
61.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
60.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
60.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
54.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
54.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
47.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
46.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
45.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
44.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
43.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
43.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
43.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
43.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
39.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
39.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
37.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
36.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
36.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
35.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
35.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
35.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
34.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
32.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
30.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
29.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
29.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
29.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
28.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
28.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
28.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
28.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
27.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
27.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
27.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
27.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
26.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
26.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
26.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
25.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
25.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
25.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
24.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
24.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
23.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
23.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
23.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
23.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
23.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
22.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
21.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
21.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
21.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
21.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
20.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
20.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
20.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
20.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
20.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
19.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
19.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
18.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
16.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
16.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
16.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
15.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
15.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
15.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
15.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
15.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
14.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
14.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
14.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
13.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
13.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
13.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
12.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
12.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
11.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
11.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
10.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
10.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
10.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
9.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
9.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
8.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
6.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
6.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
6.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
5.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
5.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
4.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
3.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
3.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
2.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
2.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 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.
NPIPB3 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
50.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
335.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
331.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
313.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
243.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
237.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
227.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
224.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
205.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
205.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
195.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
192.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
192.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
184.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
182.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
176.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
172.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
171.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
166.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
151.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
150.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
150.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
144.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
138.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
134.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
128.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
126.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
126.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
124.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
122.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
121.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
118.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
117.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
116.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
113.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
113.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
110.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
109.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
108.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
108.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
107.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
105.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
105.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
104.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
99.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
98.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
95.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
95.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
91.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
90.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
88.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
87.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
84.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
82.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
81.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
80.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
80.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
79.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
79.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
79.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
78.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
77.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
76.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
76.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
75.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
73.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
73.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
72.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
72.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
72.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
72.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
72.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
71.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
70.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
69.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
69.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
67.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
67.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
66.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
66.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
66.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
66.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
65.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
63.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
63.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
63.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
62.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
61.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
61.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
61.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
61.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
60.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
59.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
59.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
59.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
59.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
59.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
59.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
58.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
57.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
56.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
55.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
54.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
52.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
52.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
52.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
51.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
51.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
50.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
50.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
50.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
49.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
49.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
48.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
48.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
47.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
46.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
45.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
44.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
44.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
44.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
43.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
43.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
43.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
42.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
41.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
41.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
40.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
40.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
39.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
39.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
39.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
39.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
38.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
38.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
37.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
37.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
36.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
36.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
36.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
35.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
35.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
34.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
34.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
33.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
33.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
33.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
33.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
32.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
32.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
32.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
31.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
30.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
30.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
29.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
29.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
28.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
28.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
27.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
27.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
27.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
27.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
26.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
26.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
25.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
24.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
23.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
23.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
22.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
22.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
21.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
21.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
21.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
21.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
20.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
19.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
18.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
18.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
17.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
17.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
17.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
16.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
16.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
16.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
15.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
14.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
14.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
13.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
13.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
13.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
12.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
12.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
12.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
11.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
10.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
10.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
10.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
9.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
8.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
8.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
8.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
8.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
7.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
7.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
7.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
7.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
7.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
7.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
7.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
6.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
6.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
5.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
5.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
5.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
4.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
1.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
0.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.1
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-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 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-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 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-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 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
Show allShow less
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
