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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.
ARRDC1 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
29.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
66.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
56.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
54.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
48.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
48.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
48.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
48.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
48.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
47.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
46.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
43.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
43.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
41.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
38.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
37.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
37.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
37.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
35.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
35.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
35.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
33.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
33.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
32.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
32.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
32.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
30.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
29.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
29.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
29.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
29.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
28.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
28.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
28.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
27.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
26.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
26.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
26.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
26.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
25.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
24.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
23.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
23.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
22.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
22.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
21.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
21.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
21.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
21.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
20.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
20.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
19.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
19.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
19.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
18.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
16.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
15.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
14.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
13.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
13.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
13.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
10.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
9.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
7.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ARRDC1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
42.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
40.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
40.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
39.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
38.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
33.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
32.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
29.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
28.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
27.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
27.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
27.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
27.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
27.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
26.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
26.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
26.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
26.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
25.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
25.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
24.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
24.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
24.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
24.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
24.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
24.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
24.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
23.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
23.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
23.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
23.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
23.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
22.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
22.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
22.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
22.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
22.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
21.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
21.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
21.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
21.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
21.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
21.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
20.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
20.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
20.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
20.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
20.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
20.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
20.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
20.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
20.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
20.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
20.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
20.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
19.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
19.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
19.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
19.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
19.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
19.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
19.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
19.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
19.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
19.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
19.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
19.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
18.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
18.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
18.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
18.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
18.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
18.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
18.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
18.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
18.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
18.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
18.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
18.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
18.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
18.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
18.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
18.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
18.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
18.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
17.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
17.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
17.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
17.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
17.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
17.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
17.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
17.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
17.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
17.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
17.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
17.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
17.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
17.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
17.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
17.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
17.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
17.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
17.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
17.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
17.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
17.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
17.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
17.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
17.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
17.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
17.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
17.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
17.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
17.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
17.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
16.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
16.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
16.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
16.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
16.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
16.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
16.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
16.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
16.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
16.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
16.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
16.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
16.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
16.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
16.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
16.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
16.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
16.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
16.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
16.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
16.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
16.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
16.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
16.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
16.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
16.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
16.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
15.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
15.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
15.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
15.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
15.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
15.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
15.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
15.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
15.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
15.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
15.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
15.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
15.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
15.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
15.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
15.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
15.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
15.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
15.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
15.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
15.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
15.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
15.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
15.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
15.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
15.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
15.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
15.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
15.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
15.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
15.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
14.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
14.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
14.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
14.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
14.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
14.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
14.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
14.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
14.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
14.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
14.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
14.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
14.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
14.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
14.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
14.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
14.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
14.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
14.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
14.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
14.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
14.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
14.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
14.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
14.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
14.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
14.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
14.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
14.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
14.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
14.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
14.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
14.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
14.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
14.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
14.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
14.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
14.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
14.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
14.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
14.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
13.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
13.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
13.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
13.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
13.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
13.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
13.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
13.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
13.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
13.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
13.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
13.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
13.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
13.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
13.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
13.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
13.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
13.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
13.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
13.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
13.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
13.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
13.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
13.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
13.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
13.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
13.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
13.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
13.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
13.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
13.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
13.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
13.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
13.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
13.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
13.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
13.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
13.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
12.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
12.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
12.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
12.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
12.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
12.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
12.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
12.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
12.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
12.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
12.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
12.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
12.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
12.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
12.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
12.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
12.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
12.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
12.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
12.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
12.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
12.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
12.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
12.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
12.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
12.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
12.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
12.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
12.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
12.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
12.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
12.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
12.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
12.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
11.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
11.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
11.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
11.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
11.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
11.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
11.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
11.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
11.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
11.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
11.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
11.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
11.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
11.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
11.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
11.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
11.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
11.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
11.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
11.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
11.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
11.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
11.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
11.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
11.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
11.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
11.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
11.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
11.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
11.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
11.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
11.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
11.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
11.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
11.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
11.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
11.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
11.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
11.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
11.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
11.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
11.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
11.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
11.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
11.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
11.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
11.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
11.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
11.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
10.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
10.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
10.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
10.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
10.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
10.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
10.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
10.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
10.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
10.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
10.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
10.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
10.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
10.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
10.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
10.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
10.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
10.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
10.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
10.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
10.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
10.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
10.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
10.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
10.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
10.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
10.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
10.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
10.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
10.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
10.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
10.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
10.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
10.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
10.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
10.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
10.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
10.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
10.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
10.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
10.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
10.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
10.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
10.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
10.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
10.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
10.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
10.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
10.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
9.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
9.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
9.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
9.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
9.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
9.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
9.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
9.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
9.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
9.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
9.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
9.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
9.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
9.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
9.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
9.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
9.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
9.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
9.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
9.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
9.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
9.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
9.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
9.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
9.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
9.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
9.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
9.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
9.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
9.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
9.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
9.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
9.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
9.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
9.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
9.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
9.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
9.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
9.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
9.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
9.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
9.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
8.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
8.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
8.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
8.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
8.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
8.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
8.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
8.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
8.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
8.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
8.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
8.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
8.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
8.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
8.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
8.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
8.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
8.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
8.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
8.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
8.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
8.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
8.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
8.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
8.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
8.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
8.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
8.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
8.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
8.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
8.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
8.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
8.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
8.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
7.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
7.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
7.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
7.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
7.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
7.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
7.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
7.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
7.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
7.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
7.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
7.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
7.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
7.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
7.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
7.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
7.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
7.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
7.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
7.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
7.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
7.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
6.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
6.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
6.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
6.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
6.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
6.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
6.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
6.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
6.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
6.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
6.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
6.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
6.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
6.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
6.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
6.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
6.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
6.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
6.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
5.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
5.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
5.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
5.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
5.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
5.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
4.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
4.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
4.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
4.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
4.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
3.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
1.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.1
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.
ARRDC1 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
15.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
38.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
32.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
31.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
28.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
27.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
27.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
26.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
24.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
24.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
23.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
22.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
20.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
20.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
20.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
20.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
19.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
19.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
19.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
19.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
19.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
19.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
19.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
18.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
18.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
18.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
18.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
18.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
18.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
18.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
18.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
18.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
18.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
17.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
17.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
17.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
17.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
17.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
17.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
16.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
16.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
16.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
16.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
16.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
16.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
16.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
16.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
16.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
16.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
15.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
15.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
15.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
15.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
15.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
15.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
15.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
14.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
14.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
14.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
14.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
14.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
14.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
14.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
14.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
14.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
14.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
14.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
13.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
13.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
13.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
13.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
13.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
12.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
12.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
12.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
12.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
12.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
12.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
12.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
12.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
11.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
11.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
11.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
11.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
10.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
10.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
10.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
9.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
9.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
9.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
8.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
8.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
8.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
8.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
6.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
5.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
5.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
4.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
4.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 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.
ARRDC1 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
33.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
83.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
83.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
76.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
74.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
73.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
71.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
69.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
66.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
65.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
65.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
63.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
62.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
59.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
59.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
59.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
56.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
56.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
55.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
55.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
55.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
54.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
54.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
54.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
53.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
53.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
53.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
52.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
51.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
50.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
50.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
49.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
49.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
49.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
49.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
49.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
49.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
49.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
48.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
48.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
48.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
48.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
48.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
48.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
47.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
47.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
47.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
46.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
46.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
46.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
46.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
46.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
45.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
45.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
44.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
44.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
44.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
44.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
44.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
44.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
43.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
43.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
43.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
43.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
43.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
43.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
42.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
42.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
42.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
42.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
42.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
42.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
42.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
42.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
41.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
41.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
41.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
41.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
41.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
41.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
41.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
40.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
40.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
40.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
40.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
40.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
39.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
39.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
39.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
39.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
39.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
39.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
38.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
38.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
38.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
38.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
37.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
37.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
37.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
37.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
37.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
37.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
37.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
37.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
36.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
36.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
36.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
36.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
36.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
36.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
36.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
36.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
36.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
36.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
35.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
35.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
35.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
35.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
35.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
35.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
35.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
34.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
34.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
34.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
34.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
34.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
34.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
34.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
34.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
33.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
33.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
33.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
33.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
33.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
33.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
33.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
33.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
33.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
33.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
33.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
33.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
32.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
32.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
32.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
32.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
32.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
32.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
32.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
32.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
31.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
31.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
31.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
31.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
31.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
31.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
31.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
31.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
31.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
30.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
30.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
30.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
30.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
30.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
29.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
29.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
29.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
29.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
29.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
29.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
28.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
28.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
28.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
28.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
28.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
28.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
28.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
28.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
28.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
28.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
28.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
27.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
27.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
27.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
27.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
27.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
26.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
26.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
26.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
26.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
26.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
26.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
26.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
25.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
25.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
25.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
25.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
25.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
25.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
25.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
24.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
24.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
24.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
24.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
24.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
24.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
24.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
24.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
23.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
23.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
23.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
23.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
23.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
23.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
23.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
22.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
22.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
22.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
22.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
21.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
21.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
21.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
21.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
20.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
20.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
20.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
20.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
20.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
20.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
20.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
20.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
19.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
19.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
19.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
19.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
19.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
19.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
19.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
19.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
19.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
19.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
19.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
18.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
18.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
18.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
18.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
17.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
17.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
17.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
17.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
16.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
16.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
16.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
16.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
15.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
15.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
15.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
15.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
14.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
14.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
13.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
13.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
13.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
13.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
13.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
12.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
12.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
11.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
11.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
11.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
11.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
11.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
10.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
10.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
9.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
9.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
8.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
7.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
7.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
4.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012290003
Normal
1.3
CPT0077500001
Normal
1.1
CPT0024680001
Normal
1.1
CPT0010120001
Normal
0.8
CPT0009020003
Normal
0.7
CPT0066520001
Normal
0.6
CPT0002370001
Normal
0.6
CPT0069190001
Normal
0.6
CPT0087050003
Normal
0.5
CPT0088500001
Normal
0.5
CPT0077140001
Normal
0.5
CPT0012640003
Normal
0.5
CPT0006950001
Normal
0.5
CPT0078530001
Normal
0.5
CPT0012770003
Normal
0.5
CPT0025610001
Normal
0.4
CPT0063330001
Normal
0.4
CPT0014470001
Normal
0.4
CPT0086970003
Normal
0.4
CPT0092800003
Normal
0.4
CPT0009080003
Normal
0.4
CPT0000890001
Normal
0.4
CPT0076330003
Tumor
0.4
CPT0081620001
Normal
0.4
CPT0010170001
Normal
0.4
CPT0012920003
Normal
0.4
CPT0020130001
Normal
0.4
CPT0018250001
Normal
0.3
CPT0026420001
Normal
0.3
CPT0079430001
Normal
0.3
CPT0065450001
Normal
0.3
CPT0012090003
Normal
0.3
CPT0000790001
Normal
0.3
CPT0089480003
Normal
0.3
CPT0092310003
Normal
0.3
CPT0012570003
Normal
0.3
CPT0066430001
Normal
0.3
CPT0069010001
Normal
0.3
CPT0089040001
Normal
0.3
CPT0013790003
Normal
0.3
CPT0092740003
Normal
0.3
CPT0025920001
Normal
0.3
CPT0078660003
Tumor
0.3
CPT0063640001
Normal
0.3
CPT0063320003
Tumor
0.2
CPT0023360001
Normal
0.2
CPT0069000003
Tumor
0.2
CPT0006730001
Normal
0.2
CPT0079180003
Tumor
0.2
CPT0001510001
Normal
0.2
CPT0001350001
Normal
0.2
CPT0001230001
Normal
0.2
CPT0088710001
Normal
0.2
CPT0017410003
Tumor
0.2
CPT0020020001
Normal
0.2
CPT0078670001
Normal
0.2
CPT0078940001
Normal
0.2
CPT0000660001
Normal
0.2
CPT0023710001
Normal
0.2
CPT0082010001
Normal
0.2
CPT0076350001
Normal
0.2
CPT0025060001
Normal
0.2
CPT0088920001
Normal
0.2
CPT0088640003
Normal
0.1
CPT0088550004
Tumor
0.1
CPT0078840001
Normal
0.1
CPT0011240003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0086370003
Normal
0.1
CPT0014130001
Normal
0.1
CPT0017450001
Normal
0.1
CPT0079300001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0088780001
Normal
0.1
CPT0020120003
Tumor
0.1
CPT0092190003
Normal
0.1
CPT0086890003
Normal
0.1
CPT0011410003
Tumor
0.1
CPT0077320001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0075170001
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0084560003
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0079510001
Normal
-0.1
CPT0012180003
Tumor
-0.1
CPT0023690003
Tumor
-0.1
CPT0077490003
Tumor
-0.1
CPT0012280003
Tumor
-0.1
CPT0078510003
Tumor
-0.1
CPT0017850003
Tumor
-0.1
CPT0066480003
Tumor
-0.1
CPT0078990003
Tumor
-0.1
CPT0015910003
Tumor
-0.2
CPT0002350011
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0066470004
Tumor
-0.2
CPT0088970003
Tumor
-0.2
CPT0065430003
Tumor
-0.2
CPT0001190001
Normal
-0.2
CPT0023350003
Tumor
-0.2
CPT0014350001
Normal
-0.2
CPT0009060003
Tumor
-0.2
CPT0075720003
Tumor
-0.2
CPT0014370004
Tumor
-0.2
CPT0012670003
Tumor
-0.2
CPT0006440003
Tumor
-0.2
CPT0081990003
Tumor
-0.2
CPT0006900003
Tumor
-0.2
CPT0079380003
Tumor
-0.3
CPT0002270011
Tumor
-0.3
CPT0088900003
Tumor
-0.3
CPT0019160001
Normal
-0.3
CPT0075560003
Tumor
-0.3
CPT0084590001
Normal
-0.3
CPT0064370003
Tumor
-0.3
CPT0010110003
Tumor
-0.3
CPT0012900004
Tumor
-0.3
CPT0079000001
Normal
-0.3
CPT0025580004
Tumor
-0.3
CPT0012370003
Tumor
-0.3
CPT0009000003
Tumor
-0.3
CPT0026410003
Tumor
-0.3
CPT0000640003
Tumor
-0.3
CPT0019130003
Tumor
-0.4
CPT0012550003
Tumor
-0.4
CPT0075130003
Tumor
-0.4
CPT0092160003
Tumor
-0.4
CPT0088630003
Tumor
-0.4
CPT0088760003
Tumor
-0.4
CPT0012080003
Tumor
-0.4
CPT0078800003
Tumor
-0.4
CPT0065750003
Tumor
-0.4
CPT0001270001
Normal
-0.4
CPT0081600003
Tumor
-0.4
CPT0092790003
Tumor
-0.4
CPT0079230003
Tumor
-0.4
CPT0001500009
Tumor
-0.4
CPT0007860003
Tumor
-0.4
CPT0007320003
Tumor
-0.4
CPT0079270003
Tumor
-0.5
CPT0069160003
Tumor
-0.5
CPT0078830003
Tumor
-0.5
CPT0089020003
Tumor
-0.5
CPT0086030003
Tumor
-0.5
CPT0001260009
Tumor
-0.5
CPT0086360003
Tumor
-0.5
CPT0014450004
Tumor
-0.5
CPT0000780007
Tumor
-0.5
CPT0079480003
Tumor
-0.5
CPT0000870016
Tumor
-0.5
CPT0086870003
Tumor
-0.5
CPT0021240003
Tumor
-0.5
CPT0001540009
Tumor
-0.5
CPT0088480003
Tumor
-0.5
CPT0025230003
Tumor
-0.5
CPT0010160003
Tumor
-0.5
CPT0025110003
Tumor
-0.5
CPT0092730003
Tumor
-0.5
CPT0087040003
Tumor
-0.5
CPT0015810003
Tumor
-0.5
CPT0071150004
Tumor
-0.6
CPT0065810003
Tumor
-0.6
CPT0025050003
Tumor
-0.6
CPT0001180009
Tumor
-0.6
CPT0001220008
Tumor
-0.6
CPT0024670003
Tumor
-0.6
CPT0077310003
Tumor
-0.6
CPT0006630003
Tumor
-0.7
CPT0085670003
Tumor
-0.7
CPT0025880003
Tumor
-0.7
CPT0089460004
Tumor
-0.7
CPT0077110003
Tumor
-0.7
CPT0088690003
Tumor
-0.7
CPT0065930003
Tumor
-0.7
CPT0079410003
Tumor
-0.7
CPT0025350003
Tumor
-0.7
CPT0086820003
Tumor
-0.7
CPT0092290003
Tumor
-0.8
CPT0014160003
Tumor
-0.8
CPT0086950003
Tumor
-0.8
CPT0078930003
Tumor
-0.8
CPT0015730003
Tumor
-0.9
CPT0001340003
Tumor
-1.0
CPT0065690003
Tumor
-1.3
CPT0081880003
Tumor
-1.4
CPT0025170003
Tumor
-1.5
CPT0025290003
Tumor
-2.0
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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
