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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.
ABHD17A 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
24.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
94.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
67.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
60.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
58.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
55.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
48.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
46.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
45.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
44.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
43.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
42.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
41.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
41.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
39.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
38.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
37.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
36.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
36.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
34.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
34.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
34.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
33.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
32.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
32.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
31.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
31.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
29.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
29.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
29.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
28.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
26.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
25.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
24.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
24.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
24.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
24.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
23.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
19.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
19.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
18.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
18.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
15.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
10.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
10.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
6.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
4.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
3.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
3.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
3.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
2.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
2.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
2.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 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.
ABHD17A 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
33.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
110.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
76.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
71.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
70.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
69.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
68.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
67.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
66.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
66.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
66.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
64.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
63.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
63.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
63.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
63.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
62.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
62.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
62.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
60.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
60.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
60.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
60.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
60.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
59.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
59.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
58.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
57.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
57.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
56.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
56.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
56.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
56.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
56.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
56.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
55.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
55.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
55.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
54.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
54.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
54.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
54.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
54.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
53.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
53.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
53.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
51.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
51.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
51.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
51.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
50.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
50.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
50.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
50.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
50.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
50.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
50.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
49.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
49.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
49.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
49.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
49.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
48.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
48.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
48.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
48.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
48.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
48.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
48.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
47.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
47.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
47.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
47.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
47.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
46.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
46.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
46.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
46.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
46.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
46.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
46.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
46.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
46.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
45.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
45.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
45.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
44.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
44.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
44.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
44.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
44.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
44.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
43.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
43.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
43.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
43.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
43.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
43.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
43.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
43.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
43.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
43.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
42.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
42.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
42.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
42.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
42.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
42.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
42.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
42.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
42.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
42.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
42.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
42.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
42.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
42.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
42.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
41.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
41.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
41.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
41.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
41.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
41.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
41.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
41.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
41.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
41.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
41.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
41.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
40.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
40.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
40.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
40.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
40.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
40.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
40.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
40.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
40.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
39.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
39.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
39.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
39.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
39.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
39.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
39.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
39.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
39.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
39.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
39.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
39.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
39.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
39.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
39.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
39.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
39.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
39.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
38.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
38.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
38.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
38.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
38.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
38.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
38.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
38.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
38.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
38.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
38.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
37.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
37.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
37.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
37.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
37.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
37.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
37.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
37.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
37.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
37.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
37.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
37.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
37.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
37.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
37.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
36.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
36.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
36.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
36.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
36.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
36.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
36.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
36.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
36.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
36.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
36.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
36.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
36.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
36.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
36.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
36.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
36.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
35.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
35.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
35.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
35.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
35.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
35.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
35.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
35.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
35.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
35.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
35.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
35.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
35.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
35.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
35.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
35.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
35.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
35.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
34.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
34.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
34.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
34.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
34.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
34.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
34.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
34.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
34.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
34.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
34.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
34.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
33.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
33.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
33.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
33.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
33.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
33.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
33.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
33.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
33.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
33.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
33.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
33.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
33.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
33.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
33.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
33.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
33.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
33.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
32.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
32.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
32.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
32.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
32.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
32.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
32.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
32.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
32.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
32.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
32.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
31.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
31.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
31.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
31.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
31.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
31.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
31.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
31.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
31.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
31.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
31.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
31.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
31.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
31.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
31.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
31.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
31.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
31.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
31.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
31.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
31.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
30.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
30.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
30.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
30.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
30.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
30.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
30.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
30.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
30.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
30.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
30.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
30.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
30.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
30.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
30.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
30.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
30.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
29.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
29.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
29.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
29.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
29.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
29.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
29.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
29.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
29.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
29.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
29.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
29.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
29.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
29.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
29.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
29.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
29.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
29.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
29.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
29.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
28.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
28.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
28.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
28.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
28.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
28.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
28.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
28.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
28.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
28.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
28.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
28.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
28.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
28.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
28.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
28.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
28.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
28.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
28.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
28.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
27.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
27.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
27.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
27.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
27.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
27.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
27.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
27.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
27.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
27.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
27.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
27.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
27.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
27.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
27.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
27.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
27.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
27.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
27.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
27.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
27.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
26.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
26.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
26.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
26.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
26.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
26.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
26.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
26.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
26.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
26.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
26.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
26.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
26.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
26.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
25.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
25.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
25.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
25.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
25.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
25.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
25.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
25.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
25.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
25.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
25.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
25.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
25.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
25.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
25.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
25.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
25.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
25.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
25.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
24.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
24.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
24.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
24.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
24.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
24.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
24.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
24.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
24.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
24.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
24.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
24.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
24.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
23.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
23.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
23.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
23.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
23.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
23.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
23.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
23.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
23.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
23.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
22.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
22.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
22.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
22.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
22.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
22.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
22.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
22.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
22.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
22.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
22.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
22.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
22.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
22.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
22.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
22.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
21.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
21.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
21.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
21.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
21.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
21.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
21.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
21.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
21.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
21.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
21.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
20.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
20.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
20.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
20.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
20.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
20.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
20.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
20.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
20.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
20.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
20.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
20.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
20.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
20.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
20.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
20.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
19.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
19.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
19.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
19.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
19.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
19.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
19.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
19.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
19.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
19.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
19.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
19.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
18.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
18.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
18.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
18.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
18.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
18.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
18.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
18.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
18.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
18.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
18.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
18.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
18.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
18.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
17.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
17.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
17.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
17.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
17.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
17.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
17.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
16.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
16.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
16.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
16.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
15.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
15.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
15.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
15.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
15.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
15.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
14.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
14.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
14.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
14.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
13.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
13.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
13.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
13.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
12.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
12.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
12.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
12.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
11.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
11.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
9.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
9.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
8.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
8.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
7.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
6.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.5
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.
ABHD17A 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
45.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
79.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
76.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
76.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
75.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
67.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
66.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
63.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
62.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
61.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
60.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
59.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
59.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
58.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
58.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
57.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
57.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
57.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
56.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
56.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
56.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
55.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
55.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
54.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
54.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
54.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
53.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
53.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
52.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
52.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
52.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
51.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
50.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
50.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
49.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
49.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
49.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
49.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
49.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
49.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
49.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
48.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
48.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
48.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
48.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
48.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
47.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
47.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
47.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
46.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
46.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
46.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
46.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
45.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
45.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
45.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
44.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
43.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
43.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
43.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
43.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
42.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
42.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
42.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
41.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
41.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
41.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
40.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
40.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
39.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
39.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
38.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
38.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
38.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
38.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
38.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
37.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
36.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
36.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
36.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
36.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
35.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
35.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
34.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
33.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
33.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
31.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
30.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
26.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
26.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
25.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
24.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
24.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
24.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
23.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
18.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
17.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
16.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
13.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
10.9
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.
ABHD17A 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
28.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
87.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
87.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
82.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
81.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
80.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
74.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
67.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
65.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
64.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
64.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
63.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
62.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
61.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
61.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
61.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
58.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
57.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
57.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
57.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
56.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
56.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
54.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
54.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
53.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
53.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
53.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
53.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
52.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
52.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
52.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
51.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
51.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
51.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
51.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
50.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
49.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
49.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
49.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
48.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
48.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
48.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
48.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
48.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
48.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
48.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
47.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
46.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
46.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
46.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
45.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
45.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
45.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
45.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
45.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
44.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
44.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
43.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
43.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
43.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
43.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
43.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
43.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
42.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
42.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
42.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
42.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
42.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
41.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
41.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
41.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
41.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
41.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
41.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
40.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
40.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
40.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
40.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
40.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
40.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
40.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
40.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
39.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
39.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
39.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
38.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
38.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
38.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
38.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
38.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
38.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
38.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
37.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
37.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
37.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
37.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
37.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
37.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
37.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
36.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
36.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
36.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
35.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
35.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
35.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
35.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
34.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
34.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
34.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
34.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
34.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
34.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
34.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
33.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
33.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
33.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
33.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
33.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
33.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
33.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
32.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
32.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
32.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
32.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
32.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
32.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
31.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
31.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
31.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
31.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
31.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
31.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
30.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
30.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
30.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
30.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
30.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
30.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
29.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
29.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
29.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
29.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
29.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
29.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
29.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
29.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
29.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
29.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
28.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
28.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
28.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
28.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
28.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
28.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
28.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
27.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
27.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
26.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
26.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
26.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
26.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
25.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
25.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
25.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
25.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
25.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
24.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
24.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
24.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
24.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
23.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
23.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
23.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
23.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
23.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
23.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
23.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
22.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
22.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
22.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
22.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
21.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
21.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
21.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
21.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
21.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
21.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
21.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
21.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
20.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
20.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
20.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
20.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
20.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
20.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
20.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
20.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
19.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
19.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
19.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
18.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
18.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
18.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
18.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
17.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
17.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
16.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
16.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
16.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
14.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
14.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
13.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
12.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
11.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
9.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
9.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
9.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
8.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
7.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
7.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
6.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
5.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
5.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
5.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
5.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
4.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
4.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
4.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
4.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
3.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
3.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
3.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
3.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
3.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
2.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
2.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
2.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
2.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
2.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
2.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
1.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
1.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
1.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
1.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
1.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0076330003
Tumor
1.4
CPT0079180003
Tumor
1.2
CPT0078660003
Tumor
1.1
CPT0064370003
Tumor
1.1
CPT0000640003
Tumor
0.9
CPT0023690003
Tumor
0.7
CPT0075560003
Tumor
0.7
CPT0092790003
Tumor
0.7
CPT0089020003
Tumor
0.6
CPT0088760003
Tumor
0.6
CPT0026410003
Tumor
0.6
CPT0017850003
Tumor
0.6
CPT0001500009
Tumor
0.5
CPT0006630003
Tumor
0.5
CPT0001220008
Tumor
0.5
CPT0086360003
Tumor
0.4
CPT0065810003
Tumor
0.4
CPT0025170003
Tumor
0.4
CPT0025290003
Tumor
0.4
CPT0014160003
Tumor
0.4
CPT0015810003
Tumor
0.4
CPT0075720003
Tumor
0.3
CPT0023710001
Normal
0.3
CPT0088480003
Tumor
0.3
CPT0092160003
Tumor
0.3
CPT0066430001
Normal
0.3
CPT0078930003
Tumor
0.3
CPT0092730003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0076350001
Normal
0.3
CPT0006440003
Tumor
0.3
CPT0066470004
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0066480003
Tumor
0.3
CPT0086030003
Tumor
0.3
CPT0010160003
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0065750003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0001350001
Normal
0.2
CPT0024670003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0088780001
Normal
0.2
CPT0063630003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0017450001
Normal
0.2
CPT0025050003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0079270003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0088970003
Tumor
0.1
CPT0006730001
Normal
0.1
CPT0089040001
Normal
0.1
CPT0088640003
Normal
0.1
CPT0092740003
Normal
0.1
CPT0078670001
Normal
0.1
CPT0015730003
Tumor
0.1
CPT0078840001
Normal
0.1
CPT0026420001
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0089480003
Normal
0.1
CPT0025110003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0077490003
Tumor
0.1
CPT0012080003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0001540009
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0092310003
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0012280003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0065450001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0014370004
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0014470001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0020130001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0088690003
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0009000003
Tumor
-0.1
CPT0086370003
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0086950003
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0092190003
Normal
-0.1
CPT0085670003
Tumor
-0.1
CPT0014130001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0012370003
Tumor
-0.1
CPT0012770003
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0088570001
Normal
-0.2
CPT0077110003
Tumor
-0.2
CPT0078530001
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0088550004
Tumor
-0.2
CPT0001550001
Normal
-0.2
CPT0079300001
Normal
-0.2
CPT0012550003
Tumor
-0.2
CPT0012090003
Normal
-0.2
CPT0064400001
Normal
-0.2
CPT0017410003
Tumor
-0.2
CPT0011410003
Tumor
-0.2
CPT0088500001
Normal
-0.2
CPT0025230003
Tumor
-0.2
CPT0079000001
Normal
-0.2
CPT0075170001
Normal
-0.2
CPT0000890001
Normal
-0.2
CPT0092290003
Tumor
-0.2
CPT0092800003
Normal
-0.3
CPT0089460004
Tumor
-0.3
CPT0077140001
Normal
-0.3
CPT0009080003
Normal
-0.3
CPT0025060001
Normal
-0.3
CPT0079510001
Normal
-0.3
CPT0020020001
Normal
-0.3
CPT0024680001
Normal
-0.3
CPT0009060003
Tumor
-0.3
CPT0013790003
Normal
-0.3
CPT0001270001
Normal
-0.3
CPT0012920003
Normal
-0.3
CPT0078990003
Tumor
-0.4
CPT0018250001
Normal
-0.4
CPT0012570003
Normal
-0.4
CPT0075130003
Tumor
-0.4
CPT0012670003
Tumor
-0.4
CPT0021240003
Tumor
-0.4
CPT0001230001
Normal
-0.4
CPT0065820001
Normal
-0.4
CPT0012640003
Normal
-0.4
CPT0012900004
Tumor
-0.4
CPT0081880003
Tumor
-0.4
CPT0011240003
Tumor
-0.4
CPT0078940001
Normal
-0.5
CPT0009020003
Normal
-0.5
CPT0078510003
Tumor
-0.5
CPT0000660001
Normal
-0.5
CPT0007870001
Normal
-0.6
CPT0078800003
Tumor
-0.6
CPT0012180003
Tumor
-0.6
CPT0065930003
Tumor
-0.7
CPT0001340003
Tumor
-0.7
CPT0001180009
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0087040003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006950001
Normal
N/A
CPT0082010001
Normal
N/A
CPT0084590001
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0069000003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0007470001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0079410003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0087050003
Normal
N/A
CPT0079430001
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
