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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.
ETF1 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
28.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
62.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
61.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
54.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
51.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
50.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
47.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
46.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
46.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
45.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
41.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
40.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
40.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
39.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
39.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
39.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
38.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
38.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
36.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
36.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
34.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
34.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
33.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
33.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
32.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
31.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
29.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
29.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
28.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
27.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
27.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
27.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
26.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
26.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
26.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
26.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
26.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
25.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
25.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
24.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
23.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
22.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
22.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
22.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
21.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
21.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
20.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
20.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
19.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
19.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
18.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
18.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
18.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
17.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
14.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
13.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
12.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
12.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
11.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
11.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
11.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
10.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
10.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
10.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 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.
ETF1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
40.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
115.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
104.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
101.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
100.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
98.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
92.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
91.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
91.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
91.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
89.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
87.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
85.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
83.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
82.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
79.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
79.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
78.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
78.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
78.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
77.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
77.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
76.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
75.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
75.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
75.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
74.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
73.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
73.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
73.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
73.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
71.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
71.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
70.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
70.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
70.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
70.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
70.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
69.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
69.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
68.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
68.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
67.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
67.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
67.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
65.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
65.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
65.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
64.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
64.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
63.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
63.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
63.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
63.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
63.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
62.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
62.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
62.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
62.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
62.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
62.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
61.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
61.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
61.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
61.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
61.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
60.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
59.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
59.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
59.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
59.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
59.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
59.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
59.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
59.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
58.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
58.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
58.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
58.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
58.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
58.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
58.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
57.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
57.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
57.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
57.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
56.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
56.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
56.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
56.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
56.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
55.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
55.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
54.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
54.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
54.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
54.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
54.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
54.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
54.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
54.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
53.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
53.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
53.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
53.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
53.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
53.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
53.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
53.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
53.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
53.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
52.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
52.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
52.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
52.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
52.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
52.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
52.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
51.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
51.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
51.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
51.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
50.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
50.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
50.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
50.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
50.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
50.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
50.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
50.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
50.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
50.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
50.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
50.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
50.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
50.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
50.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
50.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
49.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
49.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
49.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
48.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
48.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
48.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
48.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
48.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
48.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
48.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
47.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
47.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
47.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
47.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
47.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
47.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
47.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
47.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
47.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
47.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
47.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
47.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
47.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
46.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
46.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
46.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
46.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
46.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
46.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
46.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
46.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
46.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
46.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
46.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
46.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
46.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
46.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
45.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
45.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
45.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
45.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
45.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
45.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
45.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
45.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
45.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
45.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
45.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
44.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
44.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
44.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
44.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
44.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
44.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
44.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
44.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
44.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
44.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
44.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
43.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
43.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
43.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
43.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
43.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
43.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
43.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
42.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
42.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
42.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
42.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
42.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
42.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
42.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
42.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
42.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
42.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
42.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
42.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
42.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
42.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
41.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
41.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
41.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
41.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
41.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
41.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
41.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
41.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
41.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
41.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
41.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
41.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
41.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
41.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
41.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
40.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
40.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
40.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
40.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
40.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
40.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
40.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
40.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
40.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
39.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
39.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
39.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
39.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
39.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
39.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
39.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
39.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
39.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
39.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
39.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
38.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
38.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
38.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
38.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
38.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
38.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
38.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
38.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
38.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
37.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
37.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
37.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
37.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
37.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
37.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
37.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
36.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
36.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
36.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
36.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
36.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
36.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
36.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
36.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
36.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
36.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
36.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
36.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
35.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
35.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
35.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
35.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
35.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
35.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
35.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
35.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
35.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
35.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
35.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
35.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
35.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
34.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
34.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
34.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
34.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
34.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
34.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
34.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
34.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
34.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
34.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
34.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
34.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
34.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
34.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
34.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
33.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
33.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
33.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
33.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
33.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
33.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
33.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
33.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
33.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
33.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
33.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
33.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
33.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
33.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
32.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
32.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
32.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
32.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
32.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
32.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
32.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
32.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
32.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
32.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
32.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
32.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
32.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
32.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
31.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
31.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
31.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
31.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
31.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
31.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
31.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
31.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
31.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
31.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
31.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
31.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
31.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
31.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
30.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
30.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
30.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
30.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
30.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
30.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
30.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
30.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
30.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
30.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
30.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
30.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
29.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
29.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
29.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
29.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
29.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
29.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
29.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
29.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
28.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
28.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
28.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
28.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
28.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
28.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
28.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
27.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
27.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
27.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
27.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
27.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
27.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
27.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
27.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
27.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
26.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
26.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
26.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
26.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
26.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
26.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
26.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
26.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
26.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
26.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
25.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
25.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
25.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
25.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
25.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
25.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
25.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
25.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
25.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
24.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
24.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
24.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
24.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
24.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
24.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
24.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
24.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
24.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
24.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
24.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
23.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
23.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
23.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
23.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
22.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
22.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
22.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
22.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
22.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
22.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
22.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
22.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
22.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
22.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
22.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
22.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
22.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
22.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
22.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
22.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
22.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
21.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
21.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
21.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
21.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
21.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
21.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
21.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
21.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
20.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
20.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
20.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
20.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
20.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
20.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
20.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
20.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
20.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
20.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
20.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
19.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
19.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
19.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
19.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
19.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
19.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
19.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
18.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
18.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
18.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
18.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
18.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
18.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
18.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
18.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
18.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
17.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
17.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
17.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
17.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
16.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
16.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
16.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
16.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
16.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
16.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
16.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
16.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
15.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
15.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
15.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
15.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
15.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
15.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
15.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
14.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
14.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
14.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
14.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
14.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
14.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
14.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
14.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
13.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
13.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
13.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
13.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
12.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
12.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
12.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
12.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
11.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
11.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
11.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
11.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
11.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
11.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
10.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
10.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
9.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
9.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
8.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
8.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
6.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 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.
ETF1 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
50.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
130.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
107.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
99.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
95.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
91.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
88.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
82.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
79.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
79.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
78.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
77.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
76.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
76.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
71.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
70.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
69.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
69.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
68.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
68.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
66.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
65.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
64.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
63.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
61.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
60.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
59.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
58.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
57.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
57.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
57.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
56.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
56.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
56.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
56.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
56.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
55.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
55.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
54.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
54.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
54.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
51.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
49.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
49.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
48.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
48.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
47.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
47.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
47.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
46.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
45.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
44.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
44.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
43.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
43.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
42.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
42.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
42.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
42.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
41.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
41.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
41.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
40.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
40.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
39.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
38.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
38.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
38.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
38.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
38.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
38.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
38.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
37.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
37.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
37.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
37.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
37.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
36.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
36.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
35.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
34.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
34.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
32.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
32.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
32.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
31.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
30.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
29.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
29.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
29.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
29.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
28.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
27.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
27.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
27.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
25.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
25.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
24.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
22.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
19.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 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.
ETF1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
26.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
76.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
75.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
69.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
59.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
58.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
58.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
57.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
55.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
52.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
50.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
48.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
48.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
47.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
47.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
47.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
47.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
46.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
46.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
45.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
45.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
44.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
42.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
42.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
42.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
41.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
41.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
41.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
41.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
40.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
40.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
40.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
40.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
39.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
39.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
39.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
39.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
39.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
39.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
39.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
38.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
38.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
38.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
38.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
38.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
38.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
38.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
37.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
37.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
37.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
37.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
36.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
36.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
36.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
36.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
35.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
35.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
35.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
35.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
35.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
35.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
35.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
35.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
34.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
34.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
34.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
34.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
34.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
34.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
34.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
34.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
34.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
34.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
34.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
34.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
34.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
34.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
34.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
34.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
34.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
34.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
34.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
33.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
33.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
33.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
33.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
32.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
32.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
32.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
32.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
31.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
31.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
30.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
30.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
30.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
30.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
30.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
29.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
29.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
29.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
29.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
29.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
29.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
29.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
29.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
28.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
28.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
28.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
28.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
28.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
28.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
28.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
28.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
28.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
28.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
28.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
27.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
27.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
27.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
27.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
27.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
27.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
27.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
26.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
26.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
26.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
26.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
26.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
25.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
25.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
25.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
25.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
25.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
25.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
25.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
25.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
25.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
25.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
25.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
25.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
25.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
24.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
24.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
24.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
24.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
24.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
24.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
24.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
24.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
24.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
23.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
23.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
23.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
23.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
23.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
23.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
23.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
23.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
23.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
23.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
23.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
23.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
23.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
23.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
22.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
22.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
22.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
22.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
22.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
22.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
21.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
21.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
21.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
21.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
21.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
21.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
21.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
21.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
21.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
21.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
20.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
20.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
20.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
20.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
20.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
20.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
20.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
20.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
19.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
19.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
19.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
19.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
19.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
19.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
19.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
19.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
19.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
19.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
18.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
18.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
18.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
18.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
18.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
17.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
17.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
17.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
17.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
17.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
17.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
17.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
17.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
16.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
16.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
16.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
16.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
16.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
16.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
16.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
16.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
16.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
16.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
16.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
16.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
15.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
15.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
15.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
15.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
15.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
14.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
14.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
14.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
14.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
14.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
14.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
14.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
14.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
14.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
14.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
13.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
13.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
13.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
13.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
13.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
13.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
13.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
13.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
12.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
12.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
12.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
12.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
12.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
12.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
12.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
12.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
12.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
11.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
11.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
11.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
11.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
10.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
10.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
10.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
10.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
10.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
10.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
9.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
9.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
9.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
9.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
9.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
9.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
8.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
8.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
8.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
8.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
8.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
7.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
7.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
7.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
7.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
7.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
6.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
5.9
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
1.0
CPT0079180003
Tumor
0.9
CPT0023350003
Tumor
0.7
CPT0078800003
Tumor
0.7
CPT0084560003
Tumor
0.7
CPT0011410003
Tumor
0.6
CPT0012280003
Tumor
0.6
CPT0086820003
Tumor
0.6
CPT0078660003
Tumor
0.6
CPT0002270011
Tumor
0.5
CPT0081880003
Tumor
0.5
CPT0012550003
Tumor
0.5
CPT0088550004
Tumor
0.5
CPT0025880003
Tumor
0.4
CPT0012180003
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0002350011
Tumor
0.4
CPT0079510001
Normal
0.4
CPT0076330003
Tumor
0.4
CPT0069000003
Tumor
0.4
CPT0007320003
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0024670003
Tumor
0.4
CPT0088970003
Tumor
0.4
CPT0015730003
Tumor
0.4
CPT0021240003
Tumor
0.4
CPT0079410003
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0012670003
Tumor
0.3
CPT0017850003
Tumor
0.3
CPT0069160003
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0025050003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0088480003
Tumor
0.3
CPT0079380003
Tumor
0.3
CPT0065430003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0012640003
Normal
0.2
CPT0084590001
Normal
0.2
CPT0017450001
Normal
0.2
CPT0010110003
Tumor
0.2
CPT0009020003
Normal
0.2
CPT0086360003
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0079300001
Normal
0.1
CPT0020120003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0092190003
Normal
0.1
CPT0025290003
Tumor
0.1
CPT0078510003
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0065810003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0019160001
Normal
0.1
CPT0063630003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0010120001
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0077320001
Normal
0.1
CPT0001540009
Tumor
0.1
CPT0081990003
Tumor
0.0
CPT0076350001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0000640003
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0077110003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0024680001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0007860003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0012370003
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0012080003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0086870003
Tumor
0.0
CPT0077140001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0088780001
Normal
0.0
CPT0086030003
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0009000003
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0012770003
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0081600003
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0000870016
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0064400001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0066520001
Normal
-0.1
CPT0092730003
Tumor
-0.1
CPT0088570001
Normal
-0.1
CPT0011240003
Tumor
-0.1
CPT0069010001
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0085670003
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0006900003
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0065870003
Tumor
-0.1
CPT0065930003
Tumor
-0.1
CPT0014130001
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0079000001
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0078830003
Tumor
-0.1
CPT0088500001
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0089020003
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0088920001
Normal
-0.1
CPT0001500009
Tumor
-0.1
CPT0023710001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0092790003
Tumor
-0.1
CPT0088710001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0065450001
Normal
-0.1
CPT0012900004
Tumor
-0.1
CPT0025920001
Normal
-0.1
CPT0015910003
Tumor
-0.1
CPT0026410003
Tumor
-0.1
CPT0078530001
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0025350003
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0025110003
Tumor
-0.1
CPT0092740003
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0075720003
Tumor
-0.2
CPT0000790001
Normal
-0.2
CPT0086370003
Normal
-0.2
CPT0014370004
Tumor
-0.2
CPT0071150004
Tumor
-0.2
CPT0066470004
Tumor
-0.2
CPT0063320003
Tumor
-0.2
CPT0088760003
Tumor
-0.2
CPT0065690003
Tumor
-0.2
CPT0023690003
Tumor
-0.2
CPT0089460004
Tumor
-0.2
CPT0087040003
Tumor
-0.2
CPT0006630003
Tumor
-0.2
CPT0088900003
Tumor
-0.2
CPT0010160003
Tumor
-0.3
CPT0000780007
Tumor
-0.3
CPT0088630003
Tumor
-0.3
CPT0006440003
Tumor
-0.3
CPT0092290003
Tumor
-0.3
CPT0077490003
Tumor
-0.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.