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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.
MYO9B is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
133.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
55.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
40.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
34.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
33.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
30.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
28.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
28.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
27.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
27.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
27.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
24.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
22.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
21.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
21.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
20.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
19.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
19.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
19.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
19.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
18.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
17.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
16.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
15.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
14.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
14.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
14.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
13.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
13.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
13.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
12.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
12.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
10.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
10.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
10.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
10.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
10.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
10.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
9.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
9.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
9.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
9.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
9.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
9.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
9.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
9.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
8.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
8.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
8.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
8.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
8.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
8.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
7.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
7.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
7.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
7.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
6.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
6.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
6.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
6.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
5.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
5.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
4.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 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.
MYO9B is potential prognostic, high expression is unfavorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
25.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
65.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
63.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
58.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
57.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
56.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
56.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
51.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
51.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
50.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
50.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
49.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
49.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
49.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
48.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
48.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
47.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
47.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
47.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
47.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
46.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
45.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
45.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
45.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
45.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
45.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
45.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
44.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
43.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
42.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
42.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
42.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
42.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
42.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
41.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
41.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
41.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
40.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
40.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
40.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
40.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
40.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
39.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
39.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
39.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
39.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
39.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
39.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
38.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
38.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
38.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
38.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
38.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
38.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
37.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
37.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
37.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
37.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
37.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
37.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
37.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
37.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
37.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
36.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
36.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
36.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
36.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
36.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
36.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
36.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
36.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
36.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
36.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
36.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
36.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
35.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
35.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
35.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
35.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
35.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
35.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
35.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
35.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
35.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
35.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
35.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
35.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
35.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
35.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
35.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
34.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
34.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
34.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
34.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
34.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
34.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
34.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
34.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
33.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
33.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
33.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
33.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
33.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
33.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
33.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
33.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
33.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
33.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
33.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
33.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
33.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
33.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
33.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
33.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
32.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
32.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
32.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
32.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
32.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
32.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
31.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
31.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
31.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
31.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
31.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
31.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
31.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
31.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
31.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
31.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
31.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
31.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
31.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
31.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
31.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
30.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
30.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
30.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
30.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
30.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
30.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
30.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
30.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
30.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
30.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
30.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
30.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
30.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
30.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
30.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
30.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
29.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
29.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
29.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
29.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
29.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
29.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
29.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
29.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
29.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
29.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
29.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
29.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
29.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
29.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
29.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
29.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
29.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
29.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
28.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
28.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
28.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
28.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
28.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
28.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
28.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
28.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
28.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
28.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
28.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
28.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
28.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
28.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
28.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
28.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
28.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
28.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
28.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
28.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
27.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
27.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
27.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
27.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
27.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
27.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
27.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
27.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
27.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
27.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
27.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
26.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
26.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
26.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
26.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
26.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
26.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
26.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
26.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
26.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
26.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
26.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
26.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
26.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
26.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
26.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
26.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
26.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
26.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
26.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
26.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
25.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
25.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
25.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
25.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
25.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
25.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
25.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
25.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
25.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
25.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
25.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
25.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
25.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
25.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
25.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
25.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
25.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
25.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
25.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
25.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
24.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
24.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
24.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
24.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
24.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
24.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
24.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
24.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
24.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
24.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
24.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
24.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
24.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
24.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
24.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
24.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
24.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
24.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
24.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
24.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
24.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
24.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
23.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
23.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
23.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
23.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
23.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
23.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
23.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
23.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
23.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
23.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
23.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
23.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
23.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
23.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
23.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
23.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
23.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
23.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
23.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
23.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
23.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
23.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
22.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
22.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
22.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
22.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
22.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
22.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
22.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
22.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
22.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
22.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
22.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
22.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
22.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
22.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
22.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
22.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
22.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
22.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
22.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
22.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
22.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
22.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
21.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
21.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
21.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
21.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
21.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
21.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
21.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
21.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
21.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
21.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
21.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
21.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
21.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
21.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
21.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
21.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
21.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
21.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
21.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
21.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
21.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
21.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
21.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
21.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
21.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
21.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
21.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
21.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
21.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
21.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
20.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
20.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
20.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
20.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
20.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
20.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
20.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
20.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
20.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
20.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
20.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
20.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
20.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
20.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
20.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
20.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
20.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
20.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
20.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
20.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
20.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
20.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
20.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
20.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
20.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
20.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
20.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
20.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
19.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
19.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
19.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
19.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
19.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
19.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
19.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
19.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
19.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
19.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
19.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
19.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
19.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
19.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
19.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
19.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
19.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
19.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
19.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
19.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
19.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
19.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
19.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
18.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
18.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
18.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
18.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
18.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
18.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
18.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
18.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
18.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
18.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
18.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
18.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
18.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
18.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
18.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
18.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
18.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
18.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
18.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
18.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
17.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
17.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
17.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
17.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
17.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
17.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
17.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
17.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
17.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
17.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
17.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
17.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
17.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
17.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
17.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
17.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
17.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
17.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
17.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
17.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
16.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
16.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
16.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
16.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
16.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
16.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
16.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
16.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
16.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
16.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
16.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
16.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
16.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
16.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
16.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
16.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
16.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
16.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
16.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
16.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
15.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
15.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
15.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
15.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
15.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
15.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
15.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
15.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
15.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
14.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
14.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
14.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
14.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
14.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
14.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
14.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
14.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
14.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
14.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
14.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
14.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
14.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
14.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
14.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
13.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
13.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
13.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
13.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
13.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
13.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
13.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
13.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
13.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
13.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
13.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
13.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
13.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
13.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
12.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
12.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
12.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
11.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
11.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
11.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
11.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
11.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
11.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
10.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
10.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
10.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
10.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
9.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
9.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
9.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
9.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
9.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
9.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
8.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
8.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
8.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
8.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
8.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
7.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
7.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
7.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
6.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
6.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
5.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
5.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
5.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
4.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
4.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
3.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
MYO9B 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
31.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
87.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
82.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
72.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
58.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
54.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
51.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
47.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
47.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
47.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
44.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
44.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
43.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
43.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
43.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
42.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
41.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
41.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
41.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
40.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
39.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
38.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
38.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
37.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
37.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
37.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
35.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
35.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
35.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
34.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
34.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
33.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
33.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
33.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
32.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
32.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
32.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
32.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
32.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
32.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
32.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
32.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
32.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
32.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
31.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
30.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
30.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
30.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
30.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
29.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
29.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
29.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
29.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
28.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
27.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
27.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
27.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
27.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
26.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
26.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
26.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
26.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
26.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
26.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
26.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
26.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
26.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
25.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
25.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
24.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
24.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
24.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
24.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
24.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
23.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
23.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
23.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
23.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
22.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
22.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
21.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
21.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
21.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
20.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
20.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
20.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
20.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
19.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
19.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
19.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
19.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
18.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
17.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
17.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
15.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
15.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
15.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
13.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
12.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
9.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
MYO9B 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
31.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
97.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
95.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
89.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
88.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
86.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
86.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
80.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
79.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
78.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
76.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
75.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
75.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
74.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
74.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
72.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
72.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
71.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
70.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
68.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
67.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
62.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
62.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
60.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
59.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
59.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
58.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
56.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
55.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
55.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
51.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
51.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
50.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
50.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
50.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
49.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
49.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
48.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
48.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
48.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
48.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
47.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
47.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
46.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
46.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
46.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
45.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
45.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
45.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
44.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
44.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
43.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
43.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
43.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
42.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
41.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
41.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
41.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
41.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
41.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
40.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
40.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
39.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
39.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
39.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
39.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
39.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
38.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
38.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
37.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
37.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
37.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
37.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
37.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
36.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
36.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
36.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
36.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
36.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
36.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
35.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
35.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
35.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
35.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
35.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
34.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
34.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
34.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
34.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
34.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
34.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
33.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
33.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
33.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
33.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
33.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
32.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
32.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
32.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
32.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
32.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
32.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
32.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
32.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
31.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
31.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
31.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
31.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
31.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
31.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
30.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
30.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
30.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
30.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
30.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
29.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
29.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
29.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
29.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
29.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
29.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
29.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
29.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
29.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
29.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
29.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
29.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
29.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
29.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
29.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
28.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
28.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
28.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
28.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
28.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
28.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
28.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
27.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
27.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
27.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
27.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
27.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
27.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
27.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
27.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
27.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
27.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
27.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
27.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
26.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
26.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
26.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
26.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
26.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
26.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
26.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
26.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
26.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
26.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
26.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
25.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
25.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
25.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
25.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
24.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
24.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
24.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
24.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
24.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
24.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
23.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
23.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
23.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
23.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
23.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
23.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
23.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
23.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
22.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
22.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
22.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
22.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
22.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
22.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
22.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
22.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
22.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
22.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
22.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
22.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
22.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
21.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
21.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
21.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
21.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
21.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
21.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
21.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
21.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
21.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
21.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
20.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
20.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
20.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
20.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
20.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
20.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
20.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
19.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
19.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
19.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
19.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
19.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
19.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
19.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
19.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
19.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
19.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
19.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
18.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
18.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
18.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
18.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
18.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
18.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
18.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
18.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
17.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
17.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
17.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
17.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
17.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
17.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
17.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
17.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
16.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
16.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
16.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
16.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
16.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
16.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
16.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
15.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
15.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
15.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
15.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
15.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
15.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
15.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
14.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
14.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
14.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
14.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
14.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
14.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
13.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
13.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
13.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
13.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
12.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
12.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
12.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
12.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
12.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
11.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
11.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
10.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
10.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
9.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
9.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
9.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
9.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
9.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
9.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
8.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
8.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
8.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
7.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
7.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
7.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
7.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
7.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
6.6
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088550004
Tumor
1.7
CPT0001340003
Tumor
1.1
CPT0075560003
Tumor
0.9
CPT0000640003
Tumor
0.9
CPT0092730003
Tumor
0.8
CPT0023350003
Tumor
0.8
CPT0017850003
Tumor
0.8
CPT0025290003
Tumor
0.8
CPT0012280003
Tumor
0.8
CPT0014160003
Tumor
0.7
CPT0012180003
Tumor
0.7
CPT0079380003
Tumor
0.7
CPT0078990003
Tumor
0.7
CPT0021240003
Tumor
0.7
CPT0081880003
Tumor
0.7
CPT0001260009
Tumor
0.7
CPT0025050003
Tumor
0.7
CPT0076330003
Tumor
0.7
CPT0020120003
Tumor
0.7
CPT0092160003
Tumor
0.7
CPT0012550003
Tumor
0.7
CPT0065430003
Tumor
0.7
CPT0063630003
Tumor
0.7
CPT0065690003
Tumor
0.6
CPT0086360003
Tumor
0.6
CPT0064370003
Tumor
0.6
CPT0010110003
Tumor
0.6
CPT0084560003
Tumor
0.6
CPT0066480003
Tumor
0.6
CPT0078510003
Tumor
0.6
CPT0012670003
Tumor
0.6
CPT0088630003
Tumor
0.5
CPT0023690003
Tumor
0.5
CPT0017410003
Tumor
0.5
CPT0075130003
Tumor
0.5
CPT0007860003
Tumor
0.5
CPT0015910003
Tumor
0.5
CPT0026410003
Tumor
0.5
CPT0025880003
Tumor
0.5
CPT0007320003
Tumor
0.5
CPT0009060003
Tumor
0.4
CPT0014450004
Tumor
0.4
CPT0086820003
Tumor
0.4
CPT0081600003
Tumor
0.4
CPT0086950003
Tumor
0.4
CPT0001540009
Tumor
0.4
CPT0006900003
Tumor
0.4
CPT0066470004
Tumor
0.4
CPT0088690003
Tumor
0.4
CPT0025230003
Tumor
0.4
CPT0089020003
Tumor
0.4
CPT0092290003
Tumor
0.4
CPT0086030003
Tumor
0.4
CPT0078800003
Tumor
0.4
CPT0069160003
Tumor
0.4
CPT0001180009
Tumor
0.4
CPT0077110003
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0079410003
Tumor
0.3
CPT0069000003
Tumor
0.3
CPT0086870003
Tumor
0.3
CPT0025110003
Tumor
0.3
CPT0088480003
Tumor
0.3
CPT0015810003
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0065810003
Tumor
0.3
CPT0065750003
Tumor
0.3
CPT0087040003
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0088760003
Tumor
0.3
CPT0077310003
Tumor
0.3
CPT0025170003
Tumor
0.3
CPT0079230003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0081990003
Tumor
0.3
CPT0092790003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0079270003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0015730003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0000870016
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0009000003
Tumor
0.1
CPT0077320001
Normal
0.1
CPT0025350003
Tumor
0.1
CPT0011410003
Tumor
0.1
CPT0001500009
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0089460004
Tumor
0.1
CPT0071150004
Tumor
0.1
CPT0077490003
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0001270001
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0078660003
Tumor
0.0
CPT0075170001
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0002270011
Tumor
-0.2
CPT0012900004
Tumor
-0.2
CPT0014470001
Normal
-0.3
CPT0069190001
Normal
-0.3
CPT0088570001
Normal
-0.3
CPT0075570001
Normal
-0.3
CPT0079180003
Tumor
-0.3
CPT0012290003
Normal
-0.4
CPT0065820001
Normal
-0.4
CPT0012920003
Normal
-0.4
CPT0013790003
Normal
-0.4
CPT0001190001
Normal
-0.4
CPT0088710001
Normal
-0.4
CPT0000890001
Normal
-0.4
CPT0017450001
Normal
-0.4
CPT0006530001
Normal
-0.4
CPT0063640001
Normal
-0.4
CPT0002370001
Normal
-0.4
CPT0018250001
Normal
-0.4
CPT0000660001
Normal
-0.5
CPT0025610001
Normal
-0.5
CPT0086830003
Normal
-0.5
CPT0066520001
Normal
-0.5
CPT0081620001
Normal
-0.5
CPT0001550001
Normal
-0.5
CPT0079510001
Normal
-0.5
CPT0086970003
Normal
-0.5
CPT0063330001
Normal
-0.5
CPT0009020003
Normal
-0.5
CPT0006950001
Normal
-0.5
CPT0078530001
Normal
-0.5
CPT0025920001
Normal
-0.5
CPT0019160001
Normal
-0.5
CPT0024680001
Normal
-0.5
CPT0089040001
Normal
-0.5
CPT0012640003
Normal
-0.5
CPT0079300001
Normal
-0.6
CPT0082010001
Normal
-0.6
CPT0088500001
Normal
-0.6
CPT0088640003
Normal
-0.6
CPT0076350001
Normal
-0.6
CPT0069010001
Normal
-0.6
CPT0014130001
Normal
-0.6
CPT0023360001
Normal
-0.6
CPT0012570003
Normal
-0.6
CPT0025060001
Normal
-0.6
CPT0088920001
Normal
-0.6
CPT0014350001
Normal
-0.6
CPT0092740003
Normal
-0.6
CPT0078670001
Normal
-0.6
CPT0007470001
Normal
-0.6
CPT0077140001
Normal
-0.6
CPT0006730001
Normal
-0.6
CPT0092310003
Normal
-0.6
CPT0001510001
Normal
-0.7
CPT0064400001
Normal
-0.7
CPT0086890003
Normal
-0.7
CPT0020130001
Normal
-0.7
CPT0001230001
Normal
-0.7
CPT0087050003
Normal
-0.7
CPT0092800003
Normal
-0.7
CPT0077500001
Normal
-0.7
CPT0012090003
Normal
-0.7
CPT0010170001
Normal
-0.7
CPT0088780001
Normal
-0.7
CPT0078940001
Normal
-0.7
CPT0001350001
Normal
-0.7
CPT0079430001
Normal
-0.7
CPT0086370003
Normal
-0.7
CPT0009080003
Normal
-0.7
CPT0089480003
Normal
-0.8
CPT0007870001
Normal
-0.8
CPT0078840001
Normal
-0.8
CPT0079000001
Normal
-0.8
CPT0000790001
Normal
-0.8
CPT0020020001
Normal
-0.8
CPT0023710001
Normal
-0.8
CPT0065450001
Normal
-0.8
CPT0026420001
Normal
-0.8
CPT0066430001
Normal
-0.8
CPT0012770003
Normal
-0.8
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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
