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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.
INAFM1 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
63.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
46.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
43.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
37.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
33.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
31.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
28.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
27.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
26.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
24.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
24.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
23.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
23.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
22.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
22.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
22.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
22.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
21.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
21.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
20.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
20.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
20.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
19.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
19.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
18.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
17.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
16.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
16.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
16.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
16.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
15.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
15.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
14.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
14.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
13.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
13.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
13.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
13.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
13.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
12.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
12.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
12.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
12.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
12.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
11.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
11.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
11.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
11.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
11.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
11.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
11.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
10.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
9.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
9.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
8.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
8.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
8.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
7.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
7.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
7.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
6.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
6.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
6.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 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.
INAFM1 is potential prognostic, high expression is unfavorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
97.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
58.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
57.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
51.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
45.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
42.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
41.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
41.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
40.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
40.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
37.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
37.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
37.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
36.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
36.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
33.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
32.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
31.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
30.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
29.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
29.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
29.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
29.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
29.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
29.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
28.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
28.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
28.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
27.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
27.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
27.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
26.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
26.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
26.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
26.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
26.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
25.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
25.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
25.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
25.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
25.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
25.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
24.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
24.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
24.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
24.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
24.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
24.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
23.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
23.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
23.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
23.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
23.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
23.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
23.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
23.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
22.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
22.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
22.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
22.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
22.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
22.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
21.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
21.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
21.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
21.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
21.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
21.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
21.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
21.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
21.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
21.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
20.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
20.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
20.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
20.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
20.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
20.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
20.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
20.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
20.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
19.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
19.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
19.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
19.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
19.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
19.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
19.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
19.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
19.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
19.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
19.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
19.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
19.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
19.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
19.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
19.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
19.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
19.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
18.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
18.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
18.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
18.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
18.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
18.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
18.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
18.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
18.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
18.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
18.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
18.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
18.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
18.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
18.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
17.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
17.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
17.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
17.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
17.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
17.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
17.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
17.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
17.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
17.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
17.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
17.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
17.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
17.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
17.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
17.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
17.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
16.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
16.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
16.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
16.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
16.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
16.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
16.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
16.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
16.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
16.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
16.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
16.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
16.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
16.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
16.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
16.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
16.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
16.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
16.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
16.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
16.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
16.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
16.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
16.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
16.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
16.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
15.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
15.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
15.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
15.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
15.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
15.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
15.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
15.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
15.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
15.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
15.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
15.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
15.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
15.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
15.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
15.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
15.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
15.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
15.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
15.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
15.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
15.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
15.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
15.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
15.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
15.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
15.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
15.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
14.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
14.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
14.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
14.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
14.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
14.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
14.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
14.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
14.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
14.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
14.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
14.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
14.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
14.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
14.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
14.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
14.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
14.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
14.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
14.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
13.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
13.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
13.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
13.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
13.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
13.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
13.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
13.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
13.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
13.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
13.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
13.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
13.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
13.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
13.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
13.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
13.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
13.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
13.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
13.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
13.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
13.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
13.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
13.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
13.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
13.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
12.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
12.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
12.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
12.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
12.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
12.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
12.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
12.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
12.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
12.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
12.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
12.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
12.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
12.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
12.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
12.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
12.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
12.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
12.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
12.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
12.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
12.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
12.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
12.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
12.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
12.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
12.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
12.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
12.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
12.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
12.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
11.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
11.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
11.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
11.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
11.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
11.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
11.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
11.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
11.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
11.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
11.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
11.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
11.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
11.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
11.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
11.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
11.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
11.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
11.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
11.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
11.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
11.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
11.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
11.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
11.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
11.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
11.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
11.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
11.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
11.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
11.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
11.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
11.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
11.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
11.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
11.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
11.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
10.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
10.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
10.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
10.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
10.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
10.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
10.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
10.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
10.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
10.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
10.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
10.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
10.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
10.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
10.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
10.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
10.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
10.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
10.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
10.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
10.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
10.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
10.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
10.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
10.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
10.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
10.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
10.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
10.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
10.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
10.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
10.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
10.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
10.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
10.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
10.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
10.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
10.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
10.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
10.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
10.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
10.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
10.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
10.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
10.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
10.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
10.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
9.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
9.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
9.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
9.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
9.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
9.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
9.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
9.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
9.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
9.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
9.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
9.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
9.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
9.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
9.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
9.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
9.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
9.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
9.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
9.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
9.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
9.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
9.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
9.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
9.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
9.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
9.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
9.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
9.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
9.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
9.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
9.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
9.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
9.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
9.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
9.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
9.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
9.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
9.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
9.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
9.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
9.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
9.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
9.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
9.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
9.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
9.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
8.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
8.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
8.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
8.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
8.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
8.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
8.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
8.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
8.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
8.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
8.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
8.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
8.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
8.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
8.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
8.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
8.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
8.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
8.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
8.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
8.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
8.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
8.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
8.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
8.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
8.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
8.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
8.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
8.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
8.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
8.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
8.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
8.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
8.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
8.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
8.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
8.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
8.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
8.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
8.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
8.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
8.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
8.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
8.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
8.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
8.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
8.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
8.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
7.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
7.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
7.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
7.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
7.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
7.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
7.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
7.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
7.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
7.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
7.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
7.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
7.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
7.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
7.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
7.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
7.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
7.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
7.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
7.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
7.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
7.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
7.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
6.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
6.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
6.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
6.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
6.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
6.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
6.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
6.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
6.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
6.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
6.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
6.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
6.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
6.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
6.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
6.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
6.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
6.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
6.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
6.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
6.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
6.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
6.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
6.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
5.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
5.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
5.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
5.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
5.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
5.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
5.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
5.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
5.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
5.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
5.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
5.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
5.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
5.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
4.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
4.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
4.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
4.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
4.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
4.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
4.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
4.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
4.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
4.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
4.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
3.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
2.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
2.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
1.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
INAFM1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
54.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
44.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
39.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
39.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
35.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
35.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
34.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
33.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
32.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
31.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
30.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
30.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
29.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
28.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
28.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
27.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
26.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
26.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
26.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
25.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
25.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
25.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
24.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
24.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
24.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
23.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
23.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
23.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
22.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
22.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
22.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
21.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
21.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
20.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
20.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
20.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
20.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
20.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
19.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
19.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
19.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
19.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
19.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
19.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
19.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
18.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
18.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
18.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
18.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
18.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
18.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
18.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
18.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
18.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
18.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
17.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
17.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
17.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
17.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
16.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
16.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
16.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
15.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
15.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
15.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
15.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
15.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
15.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
15.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
15.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
14.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
14.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
14.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
14.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
14.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
14.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
14.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
13.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
13.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
13.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
13.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
13.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
13.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
12.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
12.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
11.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
11.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
10.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
10.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
9.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
9.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
9.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
9.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
9.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
8.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
6.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
6.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
5.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
4.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 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.
INAFM1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
76.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
69.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
57.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
56.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
49.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
46.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
45.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
42.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
41.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
41.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
41.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
41.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
38.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
36.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
35.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
35.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
34.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
31.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
30.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
29.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
29.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
29.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
29.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
28.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
28.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
28.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
28.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
27.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
27.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
27.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
26.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
26.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
26.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
26.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
26.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
26.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
25.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
25.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
25.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
25.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
24.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
24.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
24.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
24.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
24.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
23.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
23.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
23.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
22.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
22.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
22.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
22.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
22.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
22.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
21.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
21.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
21.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
21.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
21.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
21.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
20.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
20.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
20.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
20.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
20.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
20.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
19.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
19.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
19.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
19.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
19.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
19.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
18.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
18.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
18.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
18.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
18.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
18.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
18.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
18.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
18.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
18.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
18.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
18.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
18.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
17.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
17.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
17.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
17.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
17.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
17.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
17.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
17.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
17.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
17.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
17.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
17.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
17.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
17.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
17.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
17.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
16.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
16.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
16.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
16.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
16.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
16.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
16.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
16.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
16.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
16.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
16.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
16.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
16.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
16.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
16.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
15.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
15.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
15.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
15.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
15.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
15.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
15.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
15.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
15.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
15.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
15.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
15.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
15.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
15.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
15.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
14.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
14.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
14.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
14.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
14.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
14.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
14.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
14.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
14.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
14.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
14.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
14.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
14.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
14.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
13.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
13.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
13.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
13.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
13.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
13.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
13.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
13.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
12.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
12.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
12.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
12.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
12.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
12.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
12.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
12.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
12.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
12.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
12.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
12.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
11.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
11.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
11.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
11.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
11.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
11.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
11.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
11.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
11.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
11.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
11.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
11.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
11.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
11.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
11.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
11.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
10.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
10.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
10.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
10.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
10.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
10.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
10.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
10.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
10.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
10.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
10.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
10.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
10.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
10.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
10.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
10.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
10.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
10.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
10.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
10.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
9.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
9.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
9.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
9.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
9.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
9.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
9.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
9.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
9.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
9.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
9.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
9.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
9.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
9.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
9.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
9.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
9.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
8.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
8.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
8.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
8.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
8.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
8.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
8.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
8.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
8.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
8.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
8.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
8.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
8.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
7.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
7.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
7.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
7.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
7.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
7.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
7.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
7.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
7.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
7.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
7.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
6.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
6.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
6.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
6.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
6.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
6.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
6.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
6.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
6.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
6.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
5.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
5.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
5.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
5.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
5.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
5.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
5.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
5.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
5.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
5.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
5.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
5.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
5.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
4.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
4.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
4.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
4.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
4.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
4.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
4.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
4.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
3.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
3.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
3.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
3.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
3.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
3.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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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
