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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MBIP 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
15.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
45.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
43.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
32.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
29.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
28.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
26.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
24.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
24.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
23.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
22.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
21.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
20.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
20.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
20.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
19.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
19.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
19.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
19.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
18.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
17.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
17.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
17.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
16.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
16.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
15.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
15.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
15.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
15.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
15.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
14.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
14.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
14.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
14.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
14.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
13.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
13.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
13.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
13.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
12.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
12.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
11.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
11.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
11.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
11.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
11.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
10.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
10.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
10.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
10.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
10.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
10.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
9.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
9.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
9.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
9.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
9.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
9.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
8.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
8.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
8.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
8.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
7.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
6.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MBIP is potential prognostic, high expression is favorable 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
12.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
105.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
46.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
41.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
40.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
37.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
36.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
33.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
32.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
31.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
30.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
30.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
28.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
28.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
28.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
27.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
27.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
27.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
27.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
27.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
27.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
27.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
26.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
26.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
26.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
25.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
24.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
23.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
23.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
23.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
23.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
23.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
22.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
22.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
22.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
22.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
22.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
22.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
22.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
22.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
21.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
21.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
21.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
21.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
21.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
21.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
21.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
20.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
20.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
20.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
20.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
20.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
20.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
20.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
20.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
20.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
19.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
19.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
19.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
19.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
19.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
19.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
19.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
19.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
18.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
18.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
18.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
18.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
18.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
18.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
18.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
18.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
18.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
18.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
18.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
18.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
18.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
18.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
18.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
17.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
17.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
17.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
17.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
17.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
17.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
17.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
17.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
17.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
17.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
17.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
17.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
17.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
17.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
17.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
17.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
16.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
16.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
16.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
16.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
16.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
16.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
16.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
16.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
16.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
16.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
16.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
16.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
16.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
16.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
16.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
15.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
15.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
15.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
15.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
15.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
15.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
15.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
15.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
15.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
15.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
15.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
15.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
15.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
15.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
15.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
15.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
15.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
15.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
15.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
15.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
15.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
15.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
15.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
14.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
14.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
14.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
14.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
14.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
14.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
14.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
14.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
14.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
14.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
14.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
14.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
14.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
14.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
14.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
14.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
14.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
14.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
14.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
14.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
14.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
14.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
14.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
14.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
14.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
14.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
14.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
14.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
14.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
14.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
14.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
14.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
14.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
14.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
13.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
13.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
13.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
13.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
13.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
13.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
13.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
13.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
13.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
13.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
13.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
13.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
13.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
13.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
13.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
13.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
13.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
13.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
13.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
13.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
13.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
13.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
13.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
13.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
13.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
13.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
13.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
13.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
13.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
13.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
13.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
13.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
13.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
13.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
13.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
13.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
12.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
12.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
12.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
12.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
12.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
12.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
12.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
12.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
12.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
12.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
12.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
12.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
12.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
12.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
12.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
12.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
12.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
12.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
12.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
12.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
12.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
12.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
12.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
12.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
12.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
12.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
12.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
12.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
12.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
12.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
12.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
12.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
12.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
12.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
12.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
12.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
12.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
11.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
11.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
11.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
11.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
11.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
11.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
11.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
11.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
11.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
11.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
11.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
11.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
11.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
11.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
11.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
11.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
11.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
11.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
11.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
11.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
11.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
11.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
11.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
11.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
11.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
11.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
11.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
11.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
11.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
11.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
11.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
11.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
11.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
11.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
11.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
10.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
10.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
10.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
10.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
10.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
10.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
10.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
10.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
10.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
10.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
10.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
10.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
10.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
10.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
10.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
10.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
10.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
10.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
10.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
10.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
10.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
10.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
10.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
10.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
10.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
10.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
10.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
10.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
10.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
10.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
10.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
10.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
10.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
10.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
10.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
10.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
10.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
10.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
10.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
10.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
9.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
9.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
9.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
9.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
9.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
9.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
9.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
9.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
9.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
9.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
9.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
9.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
9.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
9.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
9.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
9.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
9.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
9.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
9.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
9.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
9.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
9.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
9.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
9.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
9.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
9.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
9.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
9.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
9.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
9.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
9.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
9.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
9.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
9.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
9.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
8.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
8.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
8.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
8.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
8.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
8.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
8.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
8.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
8.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
8.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
8.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
8.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
8.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
8.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
8.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
8.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
8.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
8.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
8.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
8.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
8.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
8.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
8.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
8.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
8.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
8.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
8.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
8.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
8.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
8.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
8.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
7.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
7.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
7.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
7.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
7.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
7.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
7.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
7.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
7.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
7.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
7.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
7.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
7.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
7.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
7.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
7.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
7.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
7.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
7.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
7.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
7.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
7.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
7.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
7.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
7.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
7.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
7.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
7.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
7.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
7.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
7.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
7.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
7.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
6.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
6.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
6.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
6.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
6.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
6.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
6.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
6.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
6.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
6.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
6.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
6.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
6.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
6.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
6.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
6.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
6.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
6.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
6.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
6.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
6.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
6.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
6.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
6.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
6.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
6.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
6.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
6.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
6.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
6.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
6.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
6.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
6.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
5.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
5.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
5.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
5.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
5.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
5.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
5.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
5.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
5.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
5.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
5.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
5.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
5.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
5.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
5.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
5.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
5.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
5.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
5.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
5.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
5.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
5.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
5.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
5.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
5.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
4.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
4.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
4.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
4.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
4.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
4.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
4.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
4.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
4.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
4.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
4.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
4.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
4.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
4.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
4.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
4.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
3.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
3.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
3.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
3.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
3.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
3.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
3.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
3.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
3.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
3.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
3.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
3.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
3.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
3.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
3.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
3.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
3.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
3.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
2.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
2.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
2.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
2.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
2.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
2.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
2.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
1.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
1.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
0.8
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.
MBIP 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
14.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
33.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
28.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
26.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
26.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
26.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
26.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
24.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
24.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
23.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
23.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
23.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
22.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
22.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
21.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
20.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
20.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
20.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
20.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
20.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
19.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
19.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
19.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
18.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
18.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
18.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
18.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
18.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
18.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
17.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
17.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
17.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
17.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
17.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
17.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
16.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
16.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
15.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
15.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
15.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
15.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
15.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
15.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
14.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
14.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
14.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
13.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
13.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
13.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
13.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
12.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
12.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
12.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
12.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
12.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
12.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
12.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
12.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
12.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
12.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
11.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
11.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
11.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
11.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
11.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
11.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
10.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
10.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
10.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
10.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
10.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
10.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
9.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
9.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
9.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
9.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
9.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
9.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
9.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
9.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
9.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
8.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
8.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
7.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
7.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
7.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
7.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
7.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
7.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
6.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
6.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
5.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
5.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
5.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
5.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
5.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
4.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
4.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
4.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
4.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
MBIP 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
12.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
51.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
45.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
38.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
34.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
34.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
32.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
30.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
30.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
28.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
28.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
27.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
27.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
25.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
24.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
24.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
24.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
23.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
23.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
22.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
22.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
22.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
22.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
22.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
21.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
21.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
21.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
20.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
20.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
20.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
20.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
20.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
20.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
20.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
19.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
19.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
19.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
19.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
19.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
19.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
18.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
18.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
18.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
18.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
18.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
18.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
18.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
18.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
18.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
17.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
17.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
17.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
17.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
17.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
17.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
17.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
17.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
17.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
17.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
16.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
16.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
16.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
16.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
16.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
16.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
16.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
16.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
16.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
16.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
15.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
15.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
15.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
15.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
15.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
15.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
15.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
15.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
15.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
15.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
15.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
15.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
15.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
15.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
14.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
14.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
14.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
14.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
14.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
14.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
14.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
14.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
14.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
14.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
14.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
13.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
13.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
13.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
13.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
13.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
13.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
13.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
13.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
13.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
13.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
13.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
13.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
13.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
13.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
13.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
13.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
13.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
13.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
13.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
13.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
13.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
12.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
12.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
12.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
12.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
12.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
12.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
12.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
12.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
12.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
12.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
12.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
12.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
12.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
12.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
11.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
11.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
11.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
11.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
11.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
11.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
11.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
11.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
11.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
11.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
11.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
11.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
11.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
11.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
11.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
11.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
11.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
11.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
11.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
11.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
11.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
11.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
11.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
11.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
11.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
11.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
10.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
10.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
10.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
10.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
10.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
10.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
10.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
10.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
10.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
10.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
10.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
10.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
10.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
10.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
10.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
10.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
10.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
9.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
9.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
9.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
9.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
9.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
9.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
9.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
9.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
9.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
9.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
9.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
9.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
9.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
9.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
9.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
9.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
9.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
9.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
9.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
9.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
8.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
8.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
8.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
8.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
8.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
8.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
8.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
8.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
8.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
8.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
8.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
8.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
8.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
8.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
8.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
8.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
8.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
8.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
7.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
7.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
7.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
7.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
7.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
7.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
7.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
7.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
7.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
7.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
7.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
7.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
7.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
6.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
6.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
6.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
6.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
6.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
6.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
6.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
6.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
6.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
6.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
6.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
6.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
6.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
6.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
6.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
6.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
5.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
5.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
5.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
5.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
5.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
5.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
5.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
5.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
5.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
5.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
5.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
5.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
5.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
5.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
5.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
4.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
4.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
4.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
4.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
4.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
4.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
4.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
4.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
3.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
3.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
3.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
3.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
3.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
3.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
3.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
2.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
2.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0064370003
Tumor
1.7
CPT0088970003
Tumor
0.9
CPT0063320003
Tumor
0.7
CPT0078990003
Tumor
0.6
CPT0077310003
Tumor
0.5
CPT0025580004
Tumor
0.5
CPT0092190003
Normal
0.5
CPT0086970003
Normal
0.4
CPT0088550004
Tumor
0.4
CPT0015910003
Tumor
0.4
CPT0084560003
Tumor
0.4
CPT0063630003
Tumor
0.4
CPT0012900004
Tumor
0.4
CPT0002350011
Tumor
0.4
CPT0010120001
Normal
0.4
CPT0066480003
Tumor
0.4
CPT0010110003
Tumor
0.4
CPT0017850003
Tumor
0.3
CPT0012640003
Normal
0.3
CPT0088900003
Tumor
0.3
CPT0075130003
Tumor
0.3
CPT0019990003
Tumor
0.3
CPT0088760003
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0071150004
Tumor
0.3
CPT0075170001
Normal
0.3
CPT0011410003
Tumor
0.3
CPT0025350003
Tumor
0.3
CPT0092790003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0077320001
Normal
0.3
CPT0014370004
Tumor
0.3
CPT0069160003
Tumor
0.3
CPT0066470004
Tumor
0.3
CPT0085670003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0079300001
Normal
0.2
CPT0001500009
Tumor
0.2
CPT0000660001
Normal
0.2
CPT0078830003
Tumor
0.2
CPT0025610001
Normal
0.2
CPT0086820003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0020130001
Normal
0.2
CPT0092730003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0012770003
Normal
0.2
CPT0012180003
Tumor
0.2
CPT0002370001
Normal
0.2
CPT0075720003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0087040003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0078670001
Normal
0.1
CPT0006630003
Tumor
0.1
CPT0076350001
Normal
0.1
CPT0001340003
Tumor
0.1
CPT0088630003
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0079000001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0009080003
Normal
0.1
CPT0000890001
Normal
0.1
CPT0025050003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0009020003
Normal
0.0
CPT0001230001
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0000780007
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0024670003
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0079180003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0014160003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0078840001
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0081620001
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0065870003
Tumor
0.0
CPT0079380003
Tumor
0.0
CPT0078800003
Tumor
0.0
CPT0001260009
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0012550003
Tumor
0.0
CPT0006950001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0076330003
Tumor
0.0
CPT0092740003
Normal
0.0
CPT0023360001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0018250001
Normal
0.0
CPT0092310003
Normal
0.0
CPT0012290003
Normal
-0.1
CPT0079410003
Tumor
-0.1
CPT0019130003
Tumor
-0.1
CPT0007870001
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0086870003
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0081990003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0086030003
Tumor
-0.1
CPT0007470001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0075560003
Tumor
-0.1
CPT0012280003
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0012670003
Tumor
-0.1
CPT0069000003
Tumor
-0.1
CPT0002270011
Tumor
-0.1
CPT0066430001
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0000790001
Normal
-0.2
CPT0078660003
Tumor
-0.2
CPT0001540009
Tumor
-0.2
CPT0087050003
Normal
-0.2
CPT0064400001
Normal
-0.2
CPT0088640003
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0065820001
Normal
-0.2
CPT0065750003
Tumor
-0.2
CPT0092800003
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0063330001
Normal
-0.2
CPT0089460004
Tumor
-0.2
CPT0082010001
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0088780001
Normal
-0.3
CPT0025230003
Tumor
-0.3
CPT0007320003
Tumor
-0.3
CPT0078930003
Tumor
-0.3
CPT0088710001
Normal
-0.3
CPT0086360003
Tumor
-0.3
CPT0023350003
Tumor
-0.3
CPT0026410003
Tumor
-0.3
CPT0092160003
Tumor
-0.3
CPT0001180009
Tumor
-0.3
CPT0000640003
Tumor
-0.4
CPT0007860003
Tumor
-0.4
CPT0065430003
Tumor
-0.4
CPT0081880003
Tumor
-0.4
CPT0092290003
Tumor
-0.5
CPT0020120003
Tumor
-0.5
CPT0065690003
Tumor
-0.6
CPT0025170003
Tumor
-0.7
CPT0015730003
Tumor
-0.7
CPT0025290003
Tumor
-1.0
CPT0010160003
Tumor
-1.2
CPT0065930003
Tumor
-1.2
CPT0086950003
Tumor
-1.3
CPT0010170001
Normal
-1.4
CPT0089020003
Tumor
N/A
CPT0089040001
Normal
N/A
CPT0088500001
Normal
N/A
CPT0078530001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0079480003
Tumor
N/A
CPT0079510001
Normal
N/A
CPT0088480003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
