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.
NRBP2 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
8.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
40.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
31.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
23.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
21.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
21.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
17.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
17.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
16.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
16.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
13.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
13.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
12.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
12.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
12.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
11.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
9.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
9.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
9.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
9.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
9.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
9.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
8.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
8.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
8.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
8.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
8.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
7.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
7.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
6.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
6.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
6.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
6.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
6.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
6.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
5.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
5.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
5.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
5.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
5.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
5.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
4.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
4.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
4.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
4.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
4.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
4.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
4.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
4.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
4.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
3.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
3.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
3.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
3.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
3.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
3.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
2.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
2.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
2.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
1.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NRBP2 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
66.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
57.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
44.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
42.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
33.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
33.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
32.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
31.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
30.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
27.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
25.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
24.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
23.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
22.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
22.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
22.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
21.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
21.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
20.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
20.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
20.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
20.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
19.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
19.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
19.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
19.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
18.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
18.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
18.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
18.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
18.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
17.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
17.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
16.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
16.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
16.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
16.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
16.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
16.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
16.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
16.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
16.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
15.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
15.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
15.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
15.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
15.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
15.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
15.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
15.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
15.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
15.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
15.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
14.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
14.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
14.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
14.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
14.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
14.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
14.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
14.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
13.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
13.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
13.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
13.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
13.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
13.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
13.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
13.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
13.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
13.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
13.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
13.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
13.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
13.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
13.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
13.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
12.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
12.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
12.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
12.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
12.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
12.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
12.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
12.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
12.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
12.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
12.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
12.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
12.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
12.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
12.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
12.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
11.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
11.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
11.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
11.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
11.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
11.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
11.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
11.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
11.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
11.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
11.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
11.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
11.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
11.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
11.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
11.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
11.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
11.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
11.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
11.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
11.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
11.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
11.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
11.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
10.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
10.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
10.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
10.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
10.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
10.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
10.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
10.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
10.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
10.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
10.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
10.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
10.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
10.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
10.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
10.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
10.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
10.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
10.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
10.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
10.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
10.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
10.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
10.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
10.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
10.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
9.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
9.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
9.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
9.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
9.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
9.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
9.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
9.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
9.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
9.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
9.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
9.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
9.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
9.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
9.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
9.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
9.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
9.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
9.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
9.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
9.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
9.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
9.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
9.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
9.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
9.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
9.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
9.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
9.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
9.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
9.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
9.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
9.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
9.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
9.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
9.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
9.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
9.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
9.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
9.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
9.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
9.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
9.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
9.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
9.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
8.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
8.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
8.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
8.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
8.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
8.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
8.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
8.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
8.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
8.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
8.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
8.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
8.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
8.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
8.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
8.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
8.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
8.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
8.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
8.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
8.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
8.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
8.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
8.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
8.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
8.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
8.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
8.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
8.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
8.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
8.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
8.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
8.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
8.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
8.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
8.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
8.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
8.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
8.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
8.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
8.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
8.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
8.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
8.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
8.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
7.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
7.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
7.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
7.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
7.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
7.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
7.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
7.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
7.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
7.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
7.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
7.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
7.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
7.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
7.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
7.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
7.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
7.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
7.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
7.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
7.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
7.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
7.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
7.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
7.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
7.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
7.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
7.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
7.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
7.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
7.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
7.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
7.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
7.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
7.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
7.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
7.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
7.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
7.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
7.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
7.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
7.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
7.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
7.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
7.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
7.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
7.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
7.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
7.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
7.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
7.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
7.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
7.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
6.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
6.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
6.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
6.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
6.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
6.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
6.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
6.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
6.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
6.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
6.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
6.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
6.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
6.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
6.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
6.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
6.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
6.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
6.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
6.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
6.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
6.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
6.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
6.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
6.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
6.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
6.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
6.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
6.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
6.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
6.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
6.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
6.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
6.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
6.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
6.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
6.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
6.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
6.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
6.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
6.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
6.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
6.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
6.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
6.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
6.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
6.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
6.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
6.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
6.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
6.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
6.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
6.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
6.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
6.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
6.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
5.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
5.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
5.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
5.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
5.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
5.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
5.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
5.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
5.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
5.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
5.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
5.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
5.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
5.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
5.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
5.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
5.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
5.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
5.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
5.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
5.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
5.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
5.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
5.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
5.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
5.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
5.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
5.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
5.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
5.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
5.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
5.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
5.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
5.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
5.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
5.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
5.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
5.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
5.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
5.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
5.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
5.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
5.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
5.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
5.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
5.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
5.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
5.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
5.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
5.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
5.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
5.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
4.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
4.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
4.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
4.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
4.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
4.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
4.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
4.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
4.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
4.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
4.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
4.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
4.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
4.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
4.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
4.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
4.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
4.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
4.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
4.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
4.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
4.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
4.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
4.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
4.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
4.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
4.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
4.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
4.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
4.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
4.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
4.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
4.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
4.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
4.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
4.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
4.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
4.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
4.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
4.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
3.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
3.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
3.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
3.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
3.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
3.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
3.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
3.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
3.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
3.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
3.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
3.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
3.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
3.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
3.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
3.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
3.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
3.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
3.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
3.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
3.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
3.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
3.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
3.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
3.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
3.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
3.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
3.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
3.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
3.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
3.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
3.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
3.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
3.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
3.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
3.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
3.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
3.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
3.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
3.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
3.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
3.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
3.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
2.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
2.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
2.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
2.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
2.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
2.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
2.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
2.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
2.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
2.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
2.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
2.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
2.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
2.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
2.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
2.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
2.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
2.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
2.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
2.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
2.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
2.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
2.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
2.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
2.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
1.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
1.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
1.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
1.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
1.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
1.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
1.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
1.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
1.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.0
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.
NRBP2 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
16.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
48.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
47.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
42.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
34.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
33.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
29.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
27.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
27.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
27.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
25.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
25.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
24.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
24.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
23.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
23.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
23.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
22.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
22.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
22.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
21.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
20.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
20.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
20.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
20.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
20.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
19.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
19.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
19.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
19.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
18.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
18.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
18.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
18.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
18.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
18.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
18.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
17.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
17.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
17.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
17.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
17.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
17.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
17.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
17.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
17.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
16.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
16.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
16.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
16.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
15.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
15.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
15.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
15.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
14.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
14.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
13.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
13.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
13.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
13.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
13.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
12.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
12.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
12.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
12.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
12.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
12.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
12.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
12.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
11.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
11.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
11.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
11.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
11.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
11.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
10.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
10.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
10.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
10.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
10.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
10.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
10.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
9.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
8.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
8.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
8.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
8.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
8.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
8.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
7.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
7.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
7.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
7.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
7.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
6.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
6.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
5.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
5.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
5.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
5.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 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.
NRBP2 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
16.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
97.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
94.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
92.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
72.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
68.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
67.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
64.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
62.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
61.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
58.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
55.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
53.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
49.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
49.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
47.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
45.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
44.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
43.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
43.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
42.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
41.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
40.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
39.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
38.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
36.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
35.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
33.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
33.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
31.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
30.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
30.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
29.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
29.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
28.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
28.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
27.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
27.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
27.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
26.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
26.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
25.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
25.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
25.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
25.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
24.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
24.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
24.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
23.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
23.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
23.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
23.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
23.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
22.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
22.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
22.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
22.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
22.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
21.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
21.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
21.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
21.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
21.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
21.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
21.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
20.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
20.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
20.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
20.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
20.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
20.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
20.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
20.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
20.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
19.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
19.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
19.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
18.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
18.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
18.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
18.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
18.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
18.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
18.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
18.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
18.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
17.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
17.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
17.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
17.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
17.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
17.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
17.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
17.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
17.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
17.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
17.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
16.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
16.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
16.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
16.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
16.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
16.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
16.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
15.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
15.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
15.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
15.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
15.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
15.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
15.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
15.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
15.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
15.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
15.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
15.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
15.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
14.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
14.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
14.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
14.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
14.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
14.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
14.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
14.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
14.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
14.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
14.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
13.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
13.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
13.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
13.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
13.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
13.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
13.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
13.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
13.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
12.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
12.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
12.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
12.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
12.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
12.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
12.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
11.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
11.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
11.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
11.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
11.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
11.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
10.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
10.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
10.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
10.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
10.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
10.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
10.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
10.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
10.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
10.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
10.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
10.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
10.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
10.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
9.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
9.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
9.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
9.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
9.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
9.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
9.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
9.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
9.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
9.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
9.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
8.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
8.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
8.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
8.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
8.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
8.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
8.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
8.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
8.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
8.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
8.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
8.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
8.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
8.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
7.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
7.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
7.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
7.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
7.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
7.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
7.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
7.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
7.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
7.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
7.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
7.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
7.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
7.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
7.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
7.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
6.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
6.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
6.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
6.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
6.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
6.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
6.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
6.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
6.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
5.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
5.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
5.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
5.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
5.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
5.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
5.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
5.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
5.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
5.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
5.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
5.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
5.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
5.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
5.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
5.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
4.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
4.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
4.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
4.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
4.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
4.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
4.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
4.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
4.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
4.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
4.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
4.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
4.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
3.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
3.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
3.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
3.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
3.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
3.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
3.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
3.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
3.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
3.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
2.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
2.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
2.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
2.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
2.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
2.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
2.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
1.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
0.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
0.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001180009
Tumor
1.8
CPT0012670003
Tumor
1.3
CPT0012550003
Tumor
1.3
CPT0023350003
Tumor
1.2
CPT0078800003
Tumor
0.9
CPT0086820003
Tumor
0.8
CPT0012280003
Tumor
0.8
CPT0081880003
Tumor
0.8
CPT0012370003
Tumor
0.7
CPT0088970003
Tumor
0.7
CPT0014450004
Tumor
0.7
CPT0025880003
Tumor
0.6
CPT0001500009
Tumor
0.6
CPT0001220008
Tumor
0.6
CPT0079410003
Tumor
0.6
CPT0079230003
Tumor
0.5
CPT0014160003
Tumor
0.5
CPT0001540009
Tumor
0.5
CPT0012080003
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0088480003
Tumor
0.4
CPT0024670003
Tumor
0.4
CPT0025050003
Tumor
0.4
CPT0000640003
Tumor
0.4
CPT0065750003
Tumor
0.4
CPT0001350001
Normal
0.4
CPT0076330003
Tumor
0.4
CPT0065930003
Tumor
0.4
CPT0021240003
Tumor
0.4
CPT0006440003
Tumor
0.4
CPT0078510003
Tumor
0.3
CPT0071150004
Tumor
0.3
CPT0000870016
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0015810003
Tumor
0.3
CPT0084560003
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0010110003
Tumor
0.3
CPT0002350011
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0002270011
Tumor
0.2
CPT0011410003
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0079270003
Tumor
0.2
CPT0088630003
Tumor
0.1
CPT0076350001
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0079430001
Normal
0.1
CPT0089020003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0065870003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0007860003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0077310003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0014350001
Normal
0.1
CPT0006950001
Normal
0.1
CPT0017450001
Normal
0.1
CPT0065450001
Normal
0.1
CPT0006900003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0025290003
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0078530001
Normal
0.0
CPT0079180003
Tumor
0.0
CPT0086870003
Tumor
0.0
CPT0077140001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0001340003
Tumor
0.0
CPT0017410003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0088710001
Normal
0.0
CPT0064370003
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0075560003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0075720003
Tumor
-0.1
CPT0086030003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0078930003
Tumor
-0.1
CPT0069160003
Tumor
-0.1
CPT0092800003
Normal
-0.1
CPT0012900004
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0013790003
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0024680001
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0000780007
Tumor
-0.1
CPT0018250001
Normal
-0.1
CPT0079510001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0000890001
Normal
-0.2
CPT0087050003
Normal
-0.2
CPT0023710001
Normal
-0.2
CPT0066520001
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0012570003
Normal
-0.2
CPT0066430001
Normal
-0.2
CPT0069000003
Tumor
-0.2
CPT0009020003
Normal
-0.2
CPT0086830003
Normal
-0.2
CPT0078660003
Tumor
-0.2
CPT0089040001
Normal
-0.2
CPT0025230003
Tumor
-0.2
CPT0019160001
Normal
-0.2
CPT0088760003
Tumor
-0.2
CPT0086360003
Tumor
-0.2
CPT0088920001
Normal
-0.2
CPT0000790001
Normal
-0.2
CPT0006730001
Normal
-0.2
CPT0012290003
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0092290003
Tumor
-0.2
CPT0065690003
Tumor
-0.2
CPT0014130001
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0025610001
Normal
-0.3
CPT0020120003
Tumor
-0.3
CPT0092730003
Tumor
-0.3
CPT0015910003
Tumor
-0.3
CPT0012920003
Normal
-0.3
CPT0000660001
Normal
-0.3
CPT0023690003
Tumor
-0.3
CPT0001510001
Normal
-0.3
CPT0020020001
Normal
-0.3
CPT0009060003
Tumor
-0.3
CPT0002370001
Normal
-0.3
CPT0092740003
Normal
-0.3
CPT0012770003
Normal
-0.3
CPT0063330001
Normal
-0.3
CPT0081990003
Tumor
-0.3
CPT0069010001
Normal
-0.3
CPT0088640003
Normal
-0.3
CPT0086370003
Normal
-0.3
CPT0075170001
Normal
-0.3
CPT0064400001
Normal
-0.3
CPT0069190001
Normal
-0.3
CPT0001230001
Normal
-0.3
CPT0001270001
Normal
-0.3
CPT0079380003
Tumor
-0.3
CPT0063630003
Tumor
-0.3
CPT0012640003
Normal
-0.3
CPT0088780001
Normal
-0.3
CPT0007470001
Normal
-0.3
CPT0077320001
Normal
-0.3
CPT0087040003
Tumor
-0.3
CPT0014470001
Normal
-0.3
CPT0007870001
Normal
-0.3
CPT0065820001
Normal
-0.3
CPT0078990003
Tumor
-0.4
CPT0025920001
Normal
-0.4
CPT0079000001
Normal
-0.4
CPT0082010001
Normal
-0.4
CPT0081600003
Tumor
-0.4
CPT0084590001
Normal
-0.4
CPT0086950003
Tumor
-0.4
CPT0017850003
Tumor
-0.4
CPT0088570001
Normal
-0.4
CPT0015730003
Tumor
-0.4
CPT0088690003
Tumor
-0.4
CPT0010170001
Normal
-0.4
CPT0092190003
Normal
-0.5
CPT0079300001
Normal
-0.5
CPT0089460004
Tumor
-0.5
CPT0075130003
Tumor
-0.5
CPT0088500001
Normal
-0.5
CPT0012180003
Tumor
-0.6
CPT0088550004
Tumor
-0.6
CPT0010160003
Tumor
-0.9
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.