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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.
JMJD8 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
32.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
87.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
64.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
61.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
58.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
57.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
56.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
53.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
52.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
50.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
49.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
47.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
46.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
46.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
43.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
43.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
43.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
42.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
42.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
41.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
40.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
40.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
38.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
38.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
36.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
36.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
36.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
34.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
33.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
33.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
32.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
32.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
31.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
31.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
31.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
30.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
28.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
27.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
27.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
27.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
26.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
25.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
24.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
24.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
24.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
24.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
23.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
23.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
23.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
22.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
22.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
22.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
22.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
21.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
21.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
19.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
19.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
17.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
16.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
12.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
10.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 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.
JMJD8 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
40.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
110.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
105.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
103.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
93.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
91.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
90.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
85.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
85.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
83.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
82.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
80.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
77.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
76.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
75.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
74.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
73.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
72.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
72.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
72.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
71.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
69.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
69.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
67.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
67.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
67.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
66.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
65.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
65.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
65.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
64.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
64.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
64.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
63.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
63.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
62.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
61.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
61.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
61.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
61.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
60.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
60.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
59.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
59.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
59.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
58.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
58.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
58.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
58.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
58.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
57.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
57.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
57.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
57.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
56.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
56.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
56.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
56.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
55.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
55.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
55.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
55.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
55.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
55.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
55.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
55.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
54.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
54.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
54.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
54.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
54.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
54.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
53.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
53.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
53.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
53.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
53.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
53.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
53.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
53.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
53.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
52.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
52.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
52.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
52.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
52.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
52.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
52.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
52.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
52.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
52.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
51.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
51.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
51.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
51.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
51.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
51.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
51.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
51.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
51.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
51.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
51.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
50.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
50.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
50.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
50.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
50.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
50.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
50.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
50.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
50.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
50.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
50.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
50.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
49.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
49.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
49.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
49.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
49.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
49.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
49.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
49.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
49.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
49.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
49.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
49.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
49.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
48.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
48.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
48.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
48.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
48.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
48.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
48.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
48.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
48.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
48.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
48.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
48.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
47.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
47.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
47.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
47.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
47.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
47.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
47.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
47.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
47.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
46.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
46.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
46.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
46.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
46.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
46.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
46.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
46.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
46.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
46.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
45.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
45.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
45.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
45.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
45.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
45.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
45.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
45.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
45.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
45.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
45.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
45.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
45.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
45.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
44.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
44.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
44.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
44.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
44.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
44.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
44.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
44.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
44.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
44.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
44.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
44.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
44.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
44.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
43.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
43.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
43.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
43.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
43.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
43.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
43.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
43.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
43.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
43.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
43.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
42.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
42.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
42.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
42.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
42.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
42.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
42.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
42.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
42.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
42.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
42.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
42.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
42.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
42.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
42.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
42.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
41.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
41.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
41.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
41.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
41.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
41.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
41.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
41.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
41.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
41.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
41.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
41.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
40.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
40.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
40.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
40.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
40.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
40.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
40.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
40.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
40.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
40.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
40.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
40.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
40.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
40.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
40.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
39.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
39.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
39.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
39.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
39.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
39.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
39.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
39.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
39.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
39.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
39.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
39.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
39.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
39.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
39.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
39.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
39.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
38.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
38.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
38.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
38.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
38.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
38.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
38.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
38.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
38.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
38.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
38.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
38.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
38.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
38.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
38.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
38.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
38.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
38.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
37.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
37.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
37.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
37.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
37.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
37.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
37.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
37.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
37.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
37.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
37.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
37.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
37.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
37.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
37.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
37.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
37.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
37.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
36.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
36.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
36.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
36.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
36.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
36.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
36.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
36.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
36.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
36.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
36.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
36.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
36.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
36.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
36.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
35.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
35.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
35.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
35.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
35.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
35.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
35.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
35.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
35.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
35.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
35.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
35.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
35.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
35.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
35.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
35.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
35.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
35.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
35.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
35.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
34.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
34.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
34.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
34.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
34.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
34.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
34.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
34.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
34.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
34.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
34.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
34.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
34.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
34.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
34.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
33.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
33.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
33.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
33.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
33.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
33.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
33.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
33.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
33.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
33.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
33.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
33.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
33.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
33.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
33.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
33.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
33.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
33.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
33.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
33.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
32.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
32.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
32.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
32.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
32.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
32.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
32.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
32.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
32.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
32.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
32.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
32.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
32.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
32.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
32.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
32.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
32.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
31.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
31.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
31.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
31.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
31.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
31.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
31.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
31.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
31.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
31.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
31.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
31.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
31.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
31.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
31.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
30.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
30.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
30.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
30.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
30.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
30.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
30.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
30.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
30.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
30.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
30.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
29.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
29.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
29.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
29.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
29.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
29.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
29.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
29.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
29.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
29.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
28.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
28.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
28.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
28.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
28.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
28.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
28.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
28.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
28.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
28.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
28.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
27.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
27.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
27.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
27.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
27.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
27.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
27.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
27.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
27.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
27.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
27.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
26.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
26.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
26.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
26.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
26.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
26.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
26.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
26.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
26.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
26.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
25.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
25.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
25.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
25.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
25.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
25.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
25.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
25.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
25.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
24.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
24.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
24.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
24.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
24.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
24.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
24.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
24.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
24.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
24.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
23.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
23.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
23.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
23.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
23.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
23.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
23.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
22.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
22.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
22.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
22.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
22.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
22.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
22.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
22.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
21.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
21.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
21.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
21.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
21.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
21.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
21.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
21.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
20.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
20.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
20.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
20.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
20.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
19.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
19.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
19.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
19.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
19.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
19.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
19.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
19.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
19.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
18.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
18.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
17.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
17.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
16.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
15.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
15.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
15.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
14.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
14.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
11.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
10.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
10.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
10.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
9.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
7.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
3.5
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.
JMJD8 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
36.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
76.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
75.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
70.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
69.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
62.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
58.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
57.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
53.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
52.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
51.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
51.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
50.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
49.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
49.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
48.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
47.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
47.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
47.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
47.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
46.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
45.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
44.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
44.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
43.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
42.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
42.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
41.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
41.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
41.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
40.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
40.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
39.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
39.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
39.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
39.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
38.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
38.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
38.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
38.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
37.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
37.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
37.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
37.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
37.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
36.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
36.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
36.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
36.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
36.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
35.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
35.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
35.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
35.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
35.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
35.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
35.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
34.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
33.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
33.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
33.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
33.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
33.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
33.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
32.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
32.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
31.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
31.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
30.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
29.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
29.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
29.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
29.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
29.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
29.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
29.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
28.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
27.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
27.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
26.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
26.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
26.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
23.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
22.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
22.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
22.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
22.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
21.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
21.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
20.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
20.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
20.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
20.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
18.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
18.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
16.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
16.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
14.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
11.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
11.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 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.
JMJD8 is potential prognostic, high expression is favorable 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
71.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
205.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
188.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
172.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
170.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
167.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
158.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
157.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
151.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
144.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
144.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
137.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
137.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
136.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
134.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
132.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
131.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
130.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
130.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
129.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
125.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
122.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
122.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
122.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
120.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
119.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
118.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
116.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
116.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
113.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
111.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
111.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
110.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
110.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
110.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
110.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
110.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
108.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
108.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
107.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
106.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
106.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
104.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
104.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
104.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
103.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
102.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
101.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
101.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
101.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
101.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
101.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
99.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
99.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
99.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
97.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
97.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
96.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
96.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
95.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
94.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
94.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
94.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
93.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
93.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
93.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
92.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
92.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
92.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
92.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
91.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
91.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
91.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
91.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
90.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
89.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
89.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
89.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
88.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
88.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
88.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
87.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
87.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
87.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
86.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
86.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
85.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
85.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
85.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
84.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
84.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
84.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
84.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
83.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
83.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
82.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
81.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
81.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
81.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
80.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
80.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
80.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
79.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
79.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
79.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
78.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
78.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
78.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
78.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
77.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
77.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
76.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
76.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
76.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
76.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
76.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
76.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
75.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
75.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
74.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
74.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
73.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
73.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
73.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
73.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
73.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
72.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
72.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
72.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
72.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
71.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
71.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
69.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
69.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
69.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
69.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
69.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
69.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
68.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
68.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
68.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
68.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
68.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
67.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
67.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
67.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
66.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
65.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
65.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
65.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
65.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
64.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
64.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
63.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
63.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
62.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
62.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
62.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
62.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
61.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
60.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
60.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
60.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
60.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
60.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
60.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
59.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
59.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
59.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
59.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
59.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
59.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
59.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
58.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
58.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
58.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
57.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
57.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
57.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
57.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
56.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
55.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
55.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
55.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
55.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
55.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
54.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
54.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
54.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
54.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
54.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
54.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
53.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
53.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
53.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
53.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
53.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
53.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
52.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
52.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
52.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
52.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
52.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
51.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
51.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
51.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
51.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
51.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
51.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
50.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
49.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
49.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
49.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
49.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
48.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
48.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
48.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
48.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
48.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
47.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
46.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
46.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
46.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
46.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
45.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
45.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
45.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
45.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
45.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
45.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
43.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
41.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
41.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
41.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
40.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
40.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
40.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
39.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
38.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
38.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
38.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
37.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
37.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
36.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
36.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
34.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
34.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
34.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
34.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
34.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
33.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
33.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
33.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
32.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
31.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
31.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
30.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
25.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
24.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
24.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
24.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
23.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
23.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
22.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
20.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
20.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
18.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
18.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
16.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
16.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
15.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
13.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
12.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
12.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
10.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
9.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
8.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
6.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078800003
Tumor
1.5
CPT0011410003
Tumor
1.2
CPT0011240003
Tumor
1.1
CPT0001260009
Tumor
0.9
CPT0079270003
Tumor
0.8
CPT0002270011
Tumor
0.8
CPT0012280003
Tumor
0.8
CPT0007860003
Tumor
0.7
CPT0014450004
Tumor
0.7
CPT0076330003
Tumor
0.7
CPT0001500009
Tumor
0.7
CPT0086950003
Tumor
0.6
CPT0092290003
Tumor
0.6
CPT0065810003
Tumor
0.5
CPT0020120003
Tumor
0.4
CPT0012640003
Normal
0.4
CPT0065750003
Tumor
0.4
CPT0081880003
Tumor
0.4
CPT0001180009
Tumor
0.4
CPT0024680001
Normal
0.4
CPT0025060001
Normal
0.3
CPT0020020001
Normal
0.3
CPT0088550004
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0088780001
Normal
0.3
CPT0001510001
Normal
0.3
CPT0078830003
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0025290003
Tumor
0.3
CPT0012670003
Tumor
0.3
CPT0006950001
Normal
0.3
CPT0086820003
Tumor
0.3
CPT0081990003
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0086370003
Normal
0.2
CPT0065450001
Normal
0.2
CPT0078930003
Tumor
0.2
CPT0069010001
Normal
0.2
CPT0009000003
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0092800003
Normal
0.2
CPT0081620001
Normal
0.2
CPT0088760003
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0063630003
Tumor
0.2
CPT0026420001
Normal
0.2
CPT0092310003
Normal
0.2
CPT0015730003
Tumor
0.2
CPT0079300001
Normal
0.2
CPT0014160003
Tumor
0.2
CPT0012770003
Normal
0.2
CPT0025610001
Normal
0.1
CPT0088480003
Tumor
0.1
CPT0001340003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0012180003
Tumor
0.1
CPT0078840001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0006630003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0066430001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0078530001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0010120001
Normal
0.1
CPT0012570003
Normal
0.1
CPT0084560003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0001220008
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0087050003
Normal
0.0
CPT0088710001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0088630003
Tumor
0.0
CPT0078510003
Tumor
0.0
CPT0001270001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0089460004
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0023350003
Tumor
0.0
CPT0000790001
Normal
0.0
CPT0017850003
Tumor
0.0
CPT0089040001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0025230003
Tumor
0.0
CPT0088920001
Normal
0.0
CPT0079510001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0025580004
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0088500001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0079000001
Normal
-0.1
CPT0019990003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0088970003
Tumor
-0.1
CPT0063330001
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0092790003
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0071150004
Tumor
-0.1
CPT0010110003
Tumor
-0.1
CPT0065870003
Tumor
-0.1
CPT0001540009
Tumor
-0.1
CPT0012290003
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0077310003
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0081600003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0025350003
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0089020003
Tumor
-0.1
CPT0077490003
Tumor
-0.1
CPT0010160003
Tumor
-0.1
CPT0001350001
Normal
-0.2
CPT0023710001
Normal
-0.2
CPT0077320001
Normal
-0.2
CPT0012920003
Normal
-0.2
CPT0066520001
Normal
-0.2
CPT0065690003
Tumor
-0.2
CPT0012550003
Tumor
-0.2
CPT0010170001
Normal
-0.2
CPT0069000003
Tumor
-0.2
CPT0014470001
Normal
-0.2
CPT0015910003
Tumor
-0.2
CPT0014350001
Normal
-0.2
CPT0079380003
Tumor
-0.2
CPT0012090003
Normal
-0.2
CPT0019130003
Tumor
-0.3
CPT0006900003
Tumor
-0.3
CPT0075130003
Tumor
-0.3
CPT0086890003
Normal
-0.3
CPT0064400001
Normal
-0.3
CPT0012080003
Tumor
-0.3
CPT0092190003
Normal
-0.3
CPT0079410003
Tumor
-0.3
CPT0021240003
Tumor
-0.3
CPT0009060003
Tumor
-0.3
CPT0000780007
Tumor
-0.4
CPT0086870003
Tumor
-0.4
CPT0092730003
Tumor
-0.4
CPT0088690003
Tumor
-0.4
CPT0023690003
Tumor
-0.4
CPT0075720003
Tumor
-0.4
CPT0087040003
Tumor
-0.4
CPT0017450001
Normal
-0.4
CPT0066470004
Tumor
-0.4
CPT0000640003
Tumor
-0.4
CPT0000870016
Tumor
-0.5
CPT0069160003
Tumor
-0.5
CPT0075170001
Normal
-0.5
CPT0065430003
Tumor
-0.5
CPT0007870001
Normal
-0.5
CPT0077140001
Normal
-0.5
CPT0079180003
Tumor
-0.5
CPT0088900003
Tumor
-0.5
CPT0025050003
Tumor
-0.5
CPT0092160003
Tumor
-0.5
CPT0086970003
Normal
-0.6
CPT0064370003
Tumor
-0.6
CPT0078990003
Tumor
-0.6
CPT0085670003
Tumor
-0.6
CPT0001190001
Normal
-0.6
CPT0017410003
Tumor
-0.7
CPT0014370004
Tumor
-0.7
CPT0007320003
Tumor
-0.8
CPT0078660003
Tumor
-0.9
CPT0076350001
Normal
-1.0
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
