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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.
MAVS 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
18.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
46.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
43.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
36.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
33.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
31.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
30.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
30.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
29.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
29.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
27.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
25.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
25.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
25.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
24.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
22.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
22.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
21.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
21.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
21.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
20.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
20.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
20.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
19.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
19.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
19.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
18.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
18.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
17.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
17.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
17.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
17.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
16.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
16.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
16.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
16.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
16.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
16.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
16.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
15.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
15.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
15.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
14.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
14.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
13.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
13.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
13.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
12.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
12.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
12.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
12.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
11.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
11.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
10.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
9.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
8.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
8.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
8.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
7.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
7.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
6.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
6.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
6.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
5.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 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.
MAVS is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
29.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
28.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
24.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
24.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
23.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
23.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
23.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
23.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
23.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
22.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
22.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
22.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
22.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
22.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
22.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
21.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
21.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
21.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
21.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
21.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
20.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
20.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
20.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
20.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
20.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
20.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
20.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
19.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
19.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
19.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
19.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
19.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
18.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
18.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
18.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
18.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
18.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
18.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
18.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
17.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
17.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
17.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
17.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
17.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
17.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
17.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
17.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
17.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
17.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
17.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
17.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
17.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
16.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
16.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
16.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
16.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
16.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
16.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
16.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
16.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
16.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
16.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
16.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
16.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
16.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
16.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
16.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
16.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
16.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
16.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
16.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
16.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
16.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
16.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
16.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
16.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
15.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
15.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
15.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
15.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
15.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
15.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
15.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
15.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
15.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
15.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
15.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
15.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
15.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
15.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
15.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
15.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
15.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
15.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
15.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
15.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
15.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
15.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
14.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
14.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
14.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
14.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
14.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
14.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
14.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
14.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
14.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
14.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
14.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
14.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
14.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
14.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
14.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
14.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
14.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
14.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
14.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
14.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
14.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
14.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
14.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
14.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
14.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
14.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
14.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
14.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
14.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
14.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
14.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
14.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
14.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
14.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
14.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
14.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
14.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
14.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
14.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
14.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
14.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
13.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
13.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
13.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
13.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
13.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
13.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
13.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
13.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
13.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
13.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
13.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
13.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
13.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
13.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
13.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
13.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
13.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
13.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
13.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
13.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
13.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
13.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
13.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
13.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
13.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
13.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
13.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
13.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
13.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
13.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
13.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
13.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
13.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
13.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
13.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
13.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
13.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
13.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
12.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
12.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
12.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
12.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
12.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
12.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
12.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
12.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
12.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
12.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
12.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
12.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
12.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
12.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
12.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
12.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
12.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
12.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
12.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
12.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
12.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
12.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
12.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
12.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
12.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
12.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
12.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
12.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
12.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
12.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
12.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
12.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
12.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
12.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
12.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
12.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
12.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
12.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
12.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
12.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
12.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
12.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
12.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
12.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
12.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
12.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
12.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
12.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
11.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
11.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
11.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
11.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
11.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
11.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
11.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
11.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
11.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
11.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
11.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
11.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
11.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
11.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
11.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
11.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
11.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
11.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
11.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
11.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
11.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
11.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
11.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
11.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
11.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
11.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
11.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
11.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
11.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
11.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
11.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
11.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
11.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
11.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
11.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
11.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
11.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
11.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
11.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
11.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
11.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
11.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
11.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
11.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
11.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
11.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
11.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
10.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
10.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
10.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
10.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
10.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
10.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
10.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
10.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
10.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
10.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
10.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
10.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
10.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
10.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
10.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
10.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
10.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
10.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
10.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
10.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
10.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
10.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
10.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
10.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
10.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
10.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
10.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
10.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
10.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
10.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
10.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
10.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
10.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
10.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
10.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
10.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
10.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
9.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
9.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
9.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
9.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
9.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
9.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
9.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
9.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
9.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
9.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
9.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
9.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
9.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
9.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
9.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
9.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
9.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
9.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
9.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
9.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
9.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
9.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
9.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
9.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
9.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
9.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
9.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
9.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
9.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
9.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
9.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
9.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
9.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
9.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
9.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
9.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
8.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
8.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
8.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
8.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
8.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
8.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
8.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
8.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
8.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
8.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
8.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
8.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
8.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
8.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
8.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
8.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
8.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
8.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
8.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
8.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
8.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
8.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
8.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
8.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
8.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
8.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
8.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
8.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
8.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
8.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
8.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
8.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
8.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
8.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
8.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
8.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
8.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
8.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
8.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
8.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
8.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
8.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
8.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
8.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
8.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
8.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
7.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
7.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
7.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
7.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
7.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
7.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
7.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
7.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
7.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
7.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
7.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
7.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
7.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
7.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
7.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
7.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
7.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
7.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
7.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
7.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
7.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
7.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
7.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
7.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
7.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
7.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
7.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
7.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
7.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
7.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
7.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
7.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
7.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
7.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
7.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
7.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
7.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
7.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
7.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
7.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
7.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
7.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
7.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
6.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
6.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
6.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
6.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
6.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
6.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
6.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
6.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
6.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
6.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
6.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
6.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
6.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
6.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
6.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
6.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
6.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
6.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
6.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
6.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
6.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
6.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
6.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
6.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
6.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
6.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
6.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
6.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
6.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
6.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
6.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
6.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
6.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
6.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
6.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
6.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
6.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
6.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
5.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
5.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
5.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
5.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
5.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
5.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
5.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
5.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
5.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
5.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
5.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
5.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
5.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
5.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
5.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
5.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
5.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
5.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
5.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
5.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
4.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
4.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
4.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
4.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
4.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
4.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
4.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
4.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
4.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
4.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
4.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
4.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
4.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
4.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
3.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
3.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
2.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
1.8
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.
MAVS is validated prognostic, high expression is favorable 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
12.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
23.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
22.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
22.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
20.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
19.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
19.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
19.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
18.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
18.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
18.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
18.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
18.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
18.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
17.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
17.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
17.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
16.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
16.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
16.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
16.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
16.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
16.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
15.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
15.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
15.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
15.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
15.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
15.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
15.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
15.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
15.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
15.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
15.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
15.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
15.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
14.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
14.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
14.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
14.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
14.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
14.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
13.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
13.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
13.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
13.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
13.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
13.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
13.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
12.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
12.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
12.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
12.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
12.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
12.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
12.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
12.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
12.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
12.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
12.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
11.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
11.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
11.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
11.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
11.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
11.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
11.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
10.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
10.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
10.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
10.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
10.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
10.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
9.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
9.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
9.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
9.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
9.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
9.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
9.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
9.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
9.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
9.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
9.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
8.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
8.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
8.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
8.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
8.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
8.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
7.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
7.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
7.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
7.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
7.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
7.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
6.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
5.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
4.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
4.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 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.
MAVS is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
86.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
68.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
53.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
49.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
44.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
44.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
42.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
39.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
37.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
33.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
33.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
33.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
33.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
32.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
32.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
31.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
31.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
31.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
30.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
29.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
29.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
28.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
28.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
28.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
28.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
27.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
27.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
27.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
27.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
26.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
26.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
26.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
26.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
25.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
25.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
24.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
24.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
24.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
24.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
24.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
24.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
23.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
23.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
23.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
23.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
23.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
23.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
23.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
22.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
22.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
22.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
22.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
21.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
21.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
21.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
21.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
21.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
21.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
21.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
21.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
21.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
21.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
21.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
21.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
21.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
21.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
21.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
20.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
20.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
20.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
19.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
19.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
19.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
19.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
19.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
19.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
19.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
19.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
19.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
18.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
18.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
18.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
18.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
18.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
18.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
17.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
17.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
17.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
17.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
17.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
17.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
17.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
17.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
17.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
17.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
16.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
16.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
16.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
16.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
16.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
16.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
16.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
16.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
16.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
16.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
16.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
16.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
15.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
15.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
15.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
15.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
15.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
15.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
15.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
15.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
15.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
15.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
15.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
15.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
15.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
15.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
15.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
15.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
15.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
15.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
15.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
15.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
15.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
15.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
14.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
14.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
14.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
14.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
14.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
14.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
14.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
14.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
14.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
14.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
14.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
14.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
14.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
14.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
14.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
14.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
13.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
13.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
13.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
13.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
13.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
13.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
13.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
13.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
13.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
13.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
13.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
13.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
13.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
13.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
13.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
12.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
12.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
12.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
12.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
12.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
12.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
12.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
12.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
12.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
12.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
12.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
12.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
12.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
12.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
12.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
12.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
12.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
12.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
12.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
12.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
12.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
11.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
11.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
11.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
11.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
11.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
11.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
11.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
11.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
11.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
11.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
11.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
11.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
11.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
11.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
11.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
11.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
11.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
11.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
11.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
11.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
11.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
10.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
10.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
10.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
10.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
10.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
10.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
10.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
10.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
10.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
10.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
10.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
10.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
10.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
10.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
10.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
9.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
9.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
9.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
9.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
9.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
9.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
9.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
9.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
9.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
9.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
9.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
9.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
9.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
8.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
8.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
8.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
8.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
8.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
8.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
8.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
8.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
8.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
8.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
8.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
8.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
8.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
7.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
7.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
7.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
7.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
7.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
7.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
7.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
7.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
7.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
7.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
7.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
7.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
7.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
7.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
7.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
7.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
7.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
6.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
6.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
6.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
6.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
6.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
6.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
6.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
6.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
6.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
6.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
6.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
6.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
5.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
5.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
5.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
5.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
5.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
5.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
4.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
4.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
3.4
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0023350003
Tumor
0.6
CPT0002270011
Tumor
0.6
CPT0079180003
Tumor
0.5
CPT0007320003
Tumor
0.5
CPT0001190001
Normal
0.5
CPT0012670003
Tumor
0.4
CPT0000790001
Normal
0.4
CPT0065450001
Normal
0.4
CPT0012180003
Tumor
0.4
CPT0025050003
Tumor
0.4
CPT0020120003
Tumor
0.4
CPT0084590001
Normal
0.4
CPT0001500009
Tumor
0.3
CPT0066430001
Normal
0.3
CPT0006530001
Normal
0.3
CPT0006730001
Normal
0.3
CPT0007470001
Normal
0.3
CPT0077140001
Normal
0.3
CPT0078800003
Tumor
0.3
CPT0023710001
Normal
0.3
CPT0092800003
Normal
0.3
CPT0076350001
Normal
0.3
CPT0084560003
Tumor
0.2
CPT0006950001
Normal
0.2
CPT0078840001
Normal
0.2
CPT0012280003
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0092310003
Normal
0.2
CPT0007870001
Normal
0.2
CPT0078530001
Normal
0.2
CPT0011410003
Tumor
0.2
CPT0025610001
Normal
0.2
CPT0069160003
Tumor
0.2
CPT0092740003
Normal
0.2
CPT0026420001
Normal
0.2
CPT0001230001
Normal
0.2
CPT0014130001
Normal
0.2
CPT0010170001
Normal
0.2
CPT0020020001
Normal
0.2
CPT0079430001
Normal
0.2
CPT0012770003
Normal
0.2
CPT0088710001
Normal
0.2
CPT0009080003
Normal
0.2
CPT0012640003
Normal
0.2
CPT0077500001
Normal
0.2
CPT0065750003
Tumor
0.2
CPT0088780001
Normal
0.2
CPT0069190001
Normal
0.2
CPT0014350001
Normal
0.2
CPT0089040001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0001350001
Normal
0.2
CPT0014450004
Tumor
0.1
CPT0079300001
Normal
0.1
CPT0025060001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0078660003
Tumor
0.1
CPT0088640003
Normal
0.1
CPT0088500001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0023360001
Normal
0.1
CPT0088920001
Normal
0.1
CPT0069010001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0075130003
Tumor
0.1
CPT0013790003
Normal
0.1
CPT0063330001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0086970003
Normal
0.1
CPT0089480003
Normal
0.1
CPT0012090003
Normal
0.1
CPT0078510003
Tumor
0.1
CPT0081620001
Normal
0.1
CPT0063640001
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0012550003
Tumor
0.1
CPT0001550001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0001270001
Normal
0.1
CPT0087050003
Normal
0.1
CPT0086820003
Tumor
0.1
CPT0078670001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0086370003
Normal
0.1
CPT0075570001
Normal
0.1
CPT0000640003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0086360003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0012290003
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0017450001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0001180009
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0088480003
Tumor
0.0
CPT0001260009
Tumor
0.0
CPT0089460004
Tumor
0.0
CPT0081990003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0077320001
Normal
0.0
CPT0009020003
Normal
0.0
CPT0086870003
Tumor
0.0
CPT0015730003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0012570003
Normal
-0.1
CPT0012920003
Normal
-0.1
CPT0014160003
Tumor
-0.1
CPT0015910003
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0075170001
Normal
-0.1
CPT0086950003
Tumor
-0.1
CPT0006630003
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0079510001
Normal
-0.1
CPT0012080003
Tumor
-0.1
CPT0088900003
Tumor
-0.1
CPT0075720003
Tumor
-0.1
CPT0078990003
Tumor
-0.1
CPT0019130003
Tumor
-0.1
CPT0088690003
Tumor
-0.1
CPT0014370004
Tumor
-0.1
CPT0086030003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0065870003
Tumor
-0.1
CPT0092190003
Normal
-0.1
CPT0064370003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0081880003
Tumor
-0.1
CPT0010160003
Tumor
-0.1
CPT0017850003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0009060003
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0014470001
Normal
-0.2
CPT0025350003
Tumor
-0.2
CPT0092160003
Tumor
-0.2
CPT0088970003
Tumor
-0.2
CPT0079410003
Tumor
-0.2
CPT0006440003
Tumor
-0.2
CPT0000660001
Normal
-0.2
CPT0075560003
Tumor
-0.2
CPT0023690003
Tumor
-0.2
CPT0006900003
Tumor
-0.2
CPT0025880003
Tumor
-0.2
CPT0009000003
Tumor
-0.2
CPT0092790003
Tumor
-0.2
CPT0088630003
Tumor
-0.2
CPT0012370003
Tumor
-0.2
CPT0001540009
Tumor
-0.2
CPT0000870016
Tumor
-0.2
CPT0065690003
Tumor
-0.2
CPT0079230003
Tumor
-0.2
CPT0092290003
Tumor
-0.2
CPT0026410003
Tumor
-0.2
CPT0015810003
Tumor
-0.2
CPT0077110003
Tumor
-0.2
CPT0025170003
Tumor
-0.2
CPT0079480003
Tumor
-0.2
CPT0063320003
Tumor
-0.2
CPT0079270003
Tumor
-0.2
CPT0025230003
Tumor
-0.2
CPT0081600003
Tumor
-0.2
CPT0001220008
Tumor
-0.2
CPT0019990003
Tumor
-0.3
CPT0066480003
Tumor
-0.3
CPT0069000003
Tumor
-0.3
CPT0066470004
Tumor
-0.3
CPT0076330003
Tumor
-0.3
CPT0025290003
Tumor
-0.3
CPT0085670003
Tumor
-0.3
CPT0012900004
Tumor
-0.3
CPT0077490003
Tumor
-0.3
CPT0088760003
Tumor
-0.3
CPT0000780007
Tumor
-0.3
CPT0025580004
Tumor
-0.3
CPT0021240003
Tumor
-0.4
CPT0071150004
Tumor
-0.4
CPT0024680001
Normal
-0.4
CPT0079380003
Tumor
-0.4
CPT0088550004
Tumor
-0.5
CPT0001340003
Tumor
-0.5
CPT0011240003
Tumor
-0.5
CPT0065930003
Tumor
-0.7
CPT0017410003
Tumor
-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
