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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.
EML3 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
11.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
33.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
32.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
25.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
22.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
21.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
21.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
21.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
20.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
19.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
19.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
18.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
18.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
18.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
15.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
14.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
14.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
14.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
13.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
12.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
12.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
11.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
10.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
10.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
10.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
10.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
9.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
9.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
9.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
9.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
9.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
8.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
8.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
8.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
8.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
8.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
8.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
8.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
8.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
8.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
7.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
7.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
7.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
7.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
7.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
7.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
7.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
6.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
6.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
6.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
6.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
6.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
6.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
5.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
5.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
5.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
5.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
5.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
5.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
4.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
4.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
3.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
3.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
3.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
EML3 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
71.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
46.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
46.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
43.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
42.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
41.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
41.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
41.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
38.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
36.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
36.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
36.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
35.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
34.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
34.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
33.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
33.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
33.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
32.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
32.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
31.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
31.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
31.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
31.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
31.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
30.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
30.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
30.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
30.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
30.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
29.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
29.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
29.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
29.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
28.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
28.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
28.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
28.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
28.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
27.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
27.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
26.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
26.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
26.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
26.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
26.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
26.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
26.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
26.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
26.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
26.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
26.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
26.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
26.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
26.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
25.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
25.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
25.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
25.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
25.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
25.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
25.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
25.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
25.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
25.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
25.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
25.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
25.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
25.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
24.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
24.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
24.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
24.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
24.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
24.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
24.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
24.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
24.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
24.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
24.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
24.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
24.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
24.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
24.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
24.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
24.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
24.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
24.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
24.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
23.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
23.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
23.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
23.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
23.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
23.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
23.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
23.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
23.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
23.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
23.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
23.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
23.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
23.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
23.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
23.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
23.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
23.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
23.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
23.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
23.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
23.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
23.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
23.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
23.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
23.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
23.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
23.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
23.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
22.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
22.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
22.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
22.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
22.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
22.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
22.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
22.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
22.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
22.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
22.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
22.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
22.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
22.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
22.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
22.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
22.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
22.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
22.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
22.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
22.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
22.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
22.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
22.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
22.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
22.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
22.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
22.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
21.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
21.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
21.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
21.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
21.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
21.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
21.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
21.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
21.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
21.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
21.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
21.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
21.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
21.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
21.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
21.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
21.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
21.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
21.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
21.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
21.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
21.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
21.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
21.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
21.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
21.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
20.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
20.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
20.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
20.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
20.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
20.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
20.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
20.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
20.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
20.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
20.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
20.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
20.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
20.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
20.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
20.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
20.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
20.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
20.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
20.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
20.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
20.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
20.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
20.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
20.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
20.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
20.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
19.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
19.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
19.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
19.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
19.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
19.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
19.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
19.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
19.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
19.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
19.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
19.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
19.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
19.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
19.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
19.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
19.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
19.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
19.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
19.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
19.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
19.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
19.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
19.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
19.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
19.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
19.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
19.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
19.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
19.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
19.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
18.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
18.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
18.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
18.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
18.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
18.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
18.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
18.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
18.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
18.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
18.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
18.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
18.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
18.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
18.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
18.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
18.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
18.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
18.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
18.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
18.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
18.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
18.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
18.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
18.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
17.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
17.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
17.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
17.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
17.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
17.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
17.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
17.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
17.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
17.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
17.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
17.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
17.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
17.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
17.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
17.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
17.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
17.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
17.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
17.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
17.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
17.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
17.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
17.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
17.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
17.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
17.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
17.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
17.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
17.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
17.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
17.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
17.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
17.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
17.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
17.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
17.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
16.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
16.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
16.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
16.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
16.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
16.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
16.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
16.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
16.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
16.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
16.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
16.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
16.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
16.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
16.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
16.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
16.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
16.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
16.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
16.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
16.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
16.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
16.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
16.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
16.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
16.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
16.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
16.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
16.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
15.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
15.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
15.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
15.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
15.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
15.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
15.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
15.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
15.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
15.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
15.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
15.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
15.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
15.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
15.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
15.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
15.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
15.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
15.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
15.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
15.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
15.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
15.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
15.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
15.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
15.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
15.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
15.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
15.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
15.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
15.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
15.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
15.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
15.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
15.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
15.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
15.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
15.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
15.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
15.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
15.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
14.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
14.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
14.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
14.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
14.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
14.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
14.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
14.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
14.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
14.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
14.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
14.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
14.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
14.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
14.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
14.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
14.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
14.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
14.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
14.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
14.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
14.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
14.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
14.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
13.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
13.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
13.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
13.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
13.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
13.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
13.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
13.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
13.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
13.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
13.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
13.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
13.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
13.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
13.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
13.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
13.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
13.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
13.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
13.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
13.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
13.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
13.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
13.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
12.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
12.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
12.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
12.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
12.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
12.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
12.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
12.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
12.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
12.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
12.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
12.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
12.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
12.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
12.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
12.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
12.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
12.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
11.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
11.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
11.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
11.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
11.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
11.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
11.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
11.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
11.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
11.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
11.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
11.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
11.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
11.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
11.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
11.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
11.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
11.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
11.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
11.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
10.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
10.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
10.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
10.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
10.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
10.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
10.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
10.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
10.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
10.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
10.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
10.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
10.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
10.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
10.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
10.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
10.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
10.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
10.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
10.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
9.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
9.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
9.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
9.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
9.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
9.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
9.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
9.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
9.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
9.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
9.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
9.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
9.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
9.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
9.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
8.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
8.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
8.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
8.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
8.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
8.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
8.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
7.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
7.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
7.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
7.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
7.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
7.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
6.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
6.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
6.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
6.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
6.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
6.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
5.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
5.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
5.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
5.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
5.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
5.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
5.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
5.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
5.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
4.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
4.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
2.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
EML3 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
21.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
41.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
38.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
37.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
36.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
35.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
33.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
32.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
31.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
28.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
27.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
27.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
27.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
27.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
26.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
26.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
26.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
25.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
25.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
25.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
25.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
25.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
25.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
24.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
24.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
24.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
24.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
24.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
24.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
24.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
24.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
23.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
23.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
23.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
23.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
23.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
23.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
23.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
23.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
23.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
22.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
22.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
22.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
22.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
22.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
21.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
21.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
21.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
21.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
21.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
21.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
20.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
20.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
20.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
20.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
19.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
19.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
19.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
19.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
19.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
19.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
19.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
18.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
18.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
18.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
18.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
18.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
18.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
18.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
17.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
17.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
17.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
17.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
17.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
16.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
16.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
16.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
16.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
16.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
15.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
15.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
15.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
15.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
14.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
14.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
14.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
14.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
14.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
13.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
13.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
13.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
13.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
12.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
12.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
12.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
12.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
11.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
9.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
9.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
8.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
EML3 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
77.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
54.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
54.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
47.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
43.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
42.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
42.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
42.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
41.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
39.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
39.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
38.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
36.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
36.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
35.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
35.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
33.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
32.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
32.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
32.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
31.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
30.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
30.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
30.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
30.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
29.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
28.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
28.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
28.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
27.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
27.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
27.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
26.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
26.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
25.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
25.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
25.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
25.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
24.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
24.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
24.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
24.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
23.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
23.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
23.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
23.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
23.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
22.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
22.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
22.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
22.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
22.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
22.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
22.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
22.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
21.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
21.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
21.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
21.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
21.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
21.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
21.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
21.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
20.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
20.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
20.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
20.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
20.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
20.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
20.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
20.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
20.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
19.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
19.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
19.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
19.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
19.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
19.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
19.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
19.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
18.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
18.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
18.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
18.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
18.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
18.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
18.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
17.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
17.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
17.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
17.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
17.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
17.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
17.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
17.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
17.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
17.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
16.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
16.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
16.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
16.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
16.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
16.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
16.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
16.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
16.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
16.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
16.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
16.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
16.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
15.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
15.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
15.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
15.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
15.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
15.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
15.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
15.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
15.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
15.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
15.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
15.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
15.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
15.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
15.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
15.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
14.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
14.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
14.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
14.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
14.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
14.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
14.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
14.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
14.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
14.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
14.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
14.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
14.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
14.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
14.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
14.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
13.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
13.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
13.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
13.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
13.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
13.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
13.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
13.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
13.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
13.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
13.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
13.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
13.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
13.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
13.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
13.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
13.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
13.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
13.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
13.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
13.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
13.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
13.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
13.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
13.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
13.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
12.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
12.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
12.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
12.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
12.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
12.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
12.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
12.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
12.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
12.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
12.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
12.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
12.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
12.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
12.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
12.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
12.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
12.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
12.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
12.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
11.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
11.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
11.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
11.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
11.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
11.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
11.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
11.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
11.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
11.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
11.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
11.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
11.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
11.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
11.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
11.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
10.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
10.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
10.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
10.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
10.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
10.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
10.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
10.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
10.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
10.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
10.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
10.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
10.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
10.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
10.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
10.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
10.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
10.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
9.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
9.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
9.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
9.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
9.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
9.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
9.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
9.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
9.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
9.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
8.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
8.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
8.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
8.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
8.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
8.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
8.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
8.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
7.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
7.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
7.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
7.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
7.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
7.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
7.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
7.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
7.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
7.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
7.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
6.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
6.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
6.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
6.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
6.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
6.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
6.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
6.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
6.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
5.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
5.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
5.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
5.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
5.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
5.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
5.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
4.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
4.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
4.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
4.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
4.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
4.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
3.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
3.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
3.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
2.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
2.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088760003
Tumor
0.7
CPT0081880003
Tumor
0.6
CPT0088630003
Tumor
0.6
CPT0092730003
Tumor
0.6
CPT0088550004
Tumor
0.5
CPT0066470004
Tumor
0.5
CPT0012080003
Tumor
0.5
CPT0085670003
Tumor
0.5
CPT0077320001
Normal
0.5
CPT0017410003
Tumor
0.5
CPT0015910003
Tumor
0.5
CPT0092190003
Normal
0.4
CPT0017850003
Tumor
0.4
CPT0025350003
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0023690003
Tumor
0.4
CPT0001340003
Tumor
0.4
CPT0000780007
Tumor
0.4
CPT0010160003
Tumor
0.4
CPT0011410003
Tumor
0.4
CPT0063630003
Tumor
0.3
CPT0012640003
Normal
0.3
CPT0075170001
Normal
0.3
CPT0006630003
Tumor
0.3
CPT0012180003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0088900003
Tumor
0.3
CPT0065690003
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0000640003
Tumor
0.3
CPT0077490003
Tumor
0.3
CPT0076330003
Tumor
0.3
CPT0086870003
Tumor
0.3
CPT0012670003
Tumor
0.3
CPT0084560003
Tumor
0.3
CPT0025170003
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0079380003
Tumor
0.3
CPT0019990003
Tumor
0.3
CPT0066480003
Tumor
0.2
CPT0079300001
Normal
0.2
CPT0075720003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0011240003
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0065870003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0025290003
Tumor
0.1
CPT0009060003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0075130003
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0078930003
Tumor
0.1
CPT0001550001
Normal
0.1
CPT0079180003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0025050003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0015810003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0025880003
Tumor
0.1
CPT0001180009
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0088690003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0064370003
Tumor
0.1
CPT0089460004
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0079480003
Tumor
0.0
CPT0079410003
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0078510003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0017450001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0065930003
Tumor
0.0
CPT0089040001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0079510001
Normal
0.0
CPT0012550003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0002350011
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0012900004
Tumor
0.0
CPT0065430003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0019160001
Normal
0.0
CPT0092290003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0063330001
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0014470001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0007860003
Tumor
-0.1
CPT0014130001
Normal
-0.1
CPT0024680001
Normal
-0.1
CPT0078660003
Tumor
-0.1
CPT0069010001
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0020120003
Tumor
-0.1
CPT0078670001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0025580004
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0069160003
Tumor
-0.1
CPT0012090003
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0001500009
Tumor
-0.1
CPT0012770003
Normal
-0.1
CPT0078530001
Normal
-0.1
CPT0088710001
Normal
-0.2
CPT0077310003
Tumor
-0.2
CPT0086360003
Tumor
-0.2
CPT0086970003
Normal
-0.2
CPT0007870001
Normal
-0.2
CPT0014160003
Tumor
-0.2
CPT0014350001
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0086370003
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0088480003
Tumor
-0.2
CPT0023360001
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0066430001
Normal
-0.2
CPT0026420001
Normal
-0.2
CPT0023350003
Tumor
-0.2
CPT0002270011
Tumor
-0.2
CPT0009080003
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0081620001
Normal
-0.2
CPT0024670003
Tumor
-0.2
CPT0078840001
Normal
-0.2
CPT0007470001
Normal
-0.2
CPT0088920001
Normal
-0.2
CPT0023710001
Normal
-0.2
CPT0076350001
Normal
-0.2
CPT0010170001
Normal
-0.2
CPT0079000001
Normal
-0.2
CPT0007320003
Tumor
-0.2
CPT0000790001
Normal
-0.3
CPT0089480003
Normal
-0.3
CPT0077140001
Normal
-0.3
CPT0086950003
Tumor
-0.3
CPT0077500001
Normal
-0.3
CPT0087050003
Normal
-0.3
CPT0088780001
Normal
-0.3
CPT0088970003
Tumor
-0.3
CPT0014450004
Tumor
-0.3
CPT0086820003
Tumor
-0.3
CPT0092740003
Normal
-0.3
CPT0015730003
Tumor
-0.5
CPT0078800003
Tumor
-0.7
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
