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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.
ELMO1 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
5.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
27.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
15.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
15.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
14.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
14.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
13.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
13.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
12.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
11.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
11.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
11.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
11.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
9.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
9.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
9.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
8.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
7.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
7.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
7.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
7.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
6.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
6.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
6.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
5.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
5.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
5.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
5.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
4.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
4.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
4.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
3.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
3.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
3.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
3.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
3.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
3.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
3.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
3.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
3.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
2.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
2.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
2.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
2.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
2.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
2.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
2.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
2.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
2.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
2.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
2.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
2.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
2.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
2.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
2.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
1.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
1.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 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.
ELMO1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
25.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
85.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
84.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
83.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
83.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
72.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
69.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
67.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
66.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
63.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
62.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
61.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
60.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
59.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
58.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
56.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
55.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
53.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
53.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
53.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
52.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
52.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
51.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
50.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
50.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
49.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
48.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
48.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
47.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
46.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
46.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
46.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
44.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
44.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
44.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
44.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
44.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
44.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
43.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
43.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
43.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
43.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
43.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
43.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
43.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
42.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
42.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
42.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
42.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
41.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
41.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
41.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
41.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
41.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
41.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
41.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
41.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
40.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
40.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
40.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
40.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
40.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
40.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
40.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
39.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
39.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
39.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
39.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
39.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
39.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
39.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
39.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
39.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
39.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
38.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
38.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
38.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
38.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
38.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
38.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
37.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
37.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
37.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
37.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
37.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
37.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
37.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
37.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
37.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
37.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
37.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
36.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
36.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
36.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
36.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
36.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
36.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
36.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
36.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
36.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
36.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
36.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
35.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
35.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
35.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
35.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
35.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
35.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
35.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
35.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
35.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
34.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
34.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
34.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
34.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
34.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
34.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
34.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
34.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
34.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
34.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
33.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
33.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
33.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
33.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
33.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
33.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
33.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
33.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
33.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
33.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
33.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
33.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
32.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
32.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
32.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
32.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
32.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
32.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
32.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
32.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
32.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
31.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
31.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
31.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
31.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
31.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
31.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
31.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
31.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
31.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
31.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
31.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
31.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
30.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
30.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
30.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
30.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
30.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
30.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
30.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
30.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
30.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
30.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
30.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
30.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
30.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
30.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
30.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
30.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
29.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
29.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
29.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
29.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
29.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
29.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
29.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
29.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
29.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
29.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
29.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
29.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
29.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
29.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
28.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
28.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
28.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
28.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
28.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
28.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
28.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
28.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
28.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
28.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
28.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
28.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
28.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
28.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
28.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
28.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
28.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
28.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
28.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
27.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
27.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
27.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
27.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
27.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
27.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
27.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
27.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
27.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
27.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
27.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
27.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
27.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
27.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
27.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
27.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
27.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
27.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
27.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
27.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
26.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
26.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
26.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
26.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
26.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
26.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
26.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
26.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
26.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
26.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
26.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
26.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
26.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
26.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
26.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
26.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
26.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
26.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
26.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
25.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
25.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
25.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
25.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
25.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
25.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
25.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
25.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
25.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
25.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
25.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
25.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
25.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
25.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
24.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
24.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
24.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
24.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
24.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
24.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
24.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
24.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
24.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
24.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
24.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
24.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
24.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
24.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
24.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
24.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
24.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
24.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
24.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
24.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
24.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
24.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
23.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
23.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
23.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
23.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
23.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
23.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
23.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
23.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
23.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
23.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
23.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
23.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
23.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
23.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
23.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
23.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
23.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
23.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
22.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
22.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
22.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
22.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
22.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
22.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
22.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
22.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
22.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
22.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
22.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
22.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
22.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
22.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
22.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
22.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
22.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
22.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
22.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
22.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
22.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
21.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
21.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
21.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
21.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
21.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
21.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
21.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
21.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
21.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
20.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
20.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
20.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
20.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
20.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
20.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
20.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
20.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
20.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
19.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
19.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
19.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
19.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
19.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
19.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
19.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
19.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
19.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
19.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
19.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
19.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
19.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
19.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
19.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
18.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
18.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
18.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
18.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
18.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
18.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
18.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
18.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
18.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
18.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
18.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
18.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
18.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
18.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
18.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
17.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
17.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
17.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
17.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
17.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
17.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
17.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
17.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
17.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
17.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
17.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
17.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
17.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
17.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
17.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
17.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
17.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
17.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
17.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
17.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
17.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
16.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
16.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
16.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
16.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
16.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
16.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
16.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
16.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
16.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
16.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
16.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
16.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
16.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
16.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
16.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
16.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
15.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
15.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
15.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
15.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
15.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
15.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
15.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
15.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
15.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
15.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
15.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
15.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
15.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
15.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
15.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
15.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
15.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
15.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
14.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
14.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
14.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
14.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
14.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
14.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
14.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
14.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
14.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
14.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
14.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
14.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
14.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
14.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
14.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
13.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
13.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
13.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
13.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
13.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
13.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
13.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
13.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
13.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
12.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
12.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
12.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
12.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
12.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
12.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
11.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
11.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
11.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
11.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
11.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
10.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
10.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
10.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
10.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
10.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
10.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
10.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
10.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
9.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
9.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
9.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
9.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
9.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
9.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
9.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
9.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
8.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
8.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
8.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
8.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
8.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
8.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
8.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
8.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
8.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
8.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
7.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
7.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
7.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
7.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
7.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
7.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
7.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
7.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
7.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
6.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
6.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
6.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
6.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
6.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
6.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
6.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
6.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
5.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
5.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
5.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
5.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
5.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
5.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
5.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
5.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
4.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
4.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
4.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
3.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
3.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
3.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
3.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
3.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
2.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
2.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
1.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ELMO1 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
23.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
63.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
59.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
43.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
42.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
41.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
40.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
40.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
39.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
38.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
38.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
37.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
36.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
36.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
35.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
35.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
35.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
35.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
34.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
32.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
32.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
32.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
31.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
30.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
30.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
29.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
29.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
29.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
28.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
28.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
28.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
27.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
27.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
27.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
27.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
26.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
26.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
26.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
26.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
25.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
25.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
25.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
25.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
25.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
24.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
24.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
24.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
24.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
24.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
24.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
24.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
24.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
23.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
23.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
22.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
21.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
21.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
21.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
21.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
20.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
20.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
20.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
20.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
19.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
19.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
19.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
18.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
18.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
18.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
18.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
17.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
17.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
17.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
17.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
17.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
17.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
17.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
16.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
16.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
14.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
14.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
13.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
13.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
12.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
12.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
12.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
11.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
11.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
11.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
10.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
10.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
10.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
9.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
9.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
7.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
6.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
6.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
4.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
3.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
3.3
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.
ELMO1 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
6.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
33.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
33.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
30.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
29.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
29.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
28.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
27.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
25.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
25.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
24.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
24.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
24.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
24.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
23.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
23.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
22.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
19.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
18.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
18.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
18.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
17.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
17.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
17.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
17.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
16.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
16.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
16.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
16.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
16.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
14.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
14.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
14.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
14.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
14.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
13.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
13.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
13.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
13.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
13.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
13.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
12.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
12.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
12.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
12.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
12.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
12.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
12.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
12.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
11.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
11.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
11.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
11.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
10.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
10.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
10.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
10.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
10.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
9.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
9.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
9.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
9.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
9.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
9.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
9.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
9.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
9.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
9.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
8.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
8.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
8.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
8.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
8.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
8.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
8.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
8.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
8.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
8.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
8.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
8.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
8.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
8.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
7.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
7.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
7.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
7.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
7.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
7.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
7.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
7.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
7.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
6.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
6.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
6.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
6.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
6.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
6.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
6.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
6.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
6.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
6.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
6.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
6.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
6.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
6.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
6.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
6.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
6.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
5.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
5.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
5.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
5.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
5.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
5.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
5.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
5.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
5.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
5.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
5.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
5.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
5.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
5.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
5.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
5.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
5.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
5.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
5.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
5.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
5.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
5.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
5.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
4.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
4.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
4.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
4.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
4.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
4.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
4.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
4.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
4.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
4.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
4.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
4.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
4.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
4.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
4.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
4.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
4.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
4.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
4.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
4.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
4.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
4.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
4.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
4.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
4.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
4.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
4.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
4.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
4.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
4.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
4.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
4.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
4.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
4.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
4.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
4.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
4.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
4.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
4.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
4.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
4.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
3.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
3.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
3.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
3.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
3.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
3.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
3.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
3.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
3.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
3.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
3.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
3.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
3.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
3.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
3.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
3.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
3.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
3.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
3.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
3.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
3.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
3.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
3.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
3.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
3.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
3.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
3.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
3.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
3.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
3.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
3.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
3.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
2.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
2.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
2.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
2.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
2.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
2.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
2.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
2.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
2.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
2.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
2.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
2.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
2.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
2.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
2.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
2.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
2.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
2.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
2.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
2.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
2.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
2.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
2.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
2.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
2.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
2.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
2.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
2.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
2.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
2.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
2.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
2.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
2.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
2.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
2.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
2.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
2.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
2.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
2.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
1.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
1.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
1.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
1.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
1.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
1.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
1.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
1.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
1.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
1.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
1.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
1.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
1.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
1.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
1.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
1.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
1.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
1.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
1.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
1.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
1.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
0.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
0.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
0.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088550004
Tumor
1.9
CPT0012180003
Tumor
1.2
CPT0078990003
Tumor
1.0
CPT0010110003
Tumor
0.9
CPT0079380003
Tumor
0.8
CPT0078510003
Tumor
0.8
CPT0092730003
Tumor
0.8
CPT0002350011
Tumor
0.8
CPT0001540009
Tumor
0.8
CPT0066470004
Tumor
0.8
CPT0065870003
Tumor
0.7
CPT0092160003
Tumor
0.7
CPT0075560003
Tumor
0.7
CPT0017410003
Tumor
0.7
CPT0088630003
Tumor
0.7
CPT0001260009
Tumor
0.7
CPT0012080003
Tumor
0.7
CPT0088760003
Tumor
0.7
CPT0081600003
Tumor
0.6
CPT0081990003
Tumor
0.6
CPT0001180009
Tumor
0.6
CPT0000640003
Tumor
0.6
CPT0075130003
Tumor
0.6
CPT0065690003
Tumor
0.6
CPT0026410003
Tumor
0.6
CPT0012370003
Tumor
0.6
CPT0086360003
Tumor
0.6
CPT0086870003
Tumor
0.6
CPT0015910003
Tumor
0.6
CPT0023690003
Tumor
0.5
CPT0023350003
Tumor
0.5
CPT0085670003
Tumor
0.5
CPT0012280003
Tumor
0.5
CPT0079410003
Tumor
0.5
CPT0081880003
Tumor
0.5
CPT0071150004
Tumor
0.5
CPT0066480003
Tumor
0.5
CPT0076330003
Tumor
0.5
CPT0086030003
Tumor
0.5
CPT0025880003
Tumor
0.5
CPT0025290003
Tumor
0.5
CPT0077490003
Tumor
0.5
CPT0025350003
Tumor
0.4
CPT0092190003
Normal
0.4
CPT0011240003
Tumor
0.4
CPT0065430003
Tumor
0.4
CPT0077320001
Normal
0.4
CPT0000870016
Tumor
0.4
CPT0025110003
Tumor
0.4
CPT0088900003
Tumor
0.4
CPT0077110003
Tumor
0.4
CPT0079230003
Tumor
0.4
CPT0025050003
Tumor
0.4
CPT0065810003
Tumor
0.4
CPT0006900003
Tumor
0.4
CPT0075720003
Tumor
0.4
CPT0007860003
Tumor
0.4
CPT0079270003
Tumor
0.4
CPT0078830003
Tumor
0.3
CPT0015730003
Tumor
0.3
CPT0088480003
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0092290003
Tumor
0.3
CPT0019130003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0075170001
Normal
0.3
CPT0020120003
Tumor
0.3
CPT0015810003
Tumor
0.3
CPT0012670003
Tumor
0.3
CPT0069160003
Tumor
0.3
CPT0063630003
Tumor
0.3
CPT0012550003
Tumor
0.3
CPT0019990003
Tumor
0.3
CPT0084560003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0064370003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0021240003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0065750003
Tumor
0.1
CPT0006440003
Tumor
0.0
CPT0001340003
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0024670003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0089460004
Tumor
-0.1
CPT0001270001
Normal
-0.1
CPT0069000003
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0014470001
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0011410003
Tumor
-0.1
CPT0001500009
Tumor
-0.1
CPT0066520001
Normal
-0.2
CPT0012290003
Normal
-0.2
CPT0075570001
Normal
-0.2
CPT0002270011
Tumor
-0.2
CPT0000660001
Normal
-0.2
CPT0078800003
Tumor
-0.2
CPT0012900004
Tumor
-0.2
CPT0024680001
Normal
-0.3
CPT0013790003
Normal
-0.3
CPT0025580004
Tumor
-0.3
CPT0017450001
Normal
-0.3
CPT0012640003
Normal
-0.3
CPT0000890001
Normal
-0.4
CPT0001190001
Normal
-0.4
CPT0018250001
Normal
-0.4
CPT0014450004
Tumor
-0.4
CPT0012920003
Normal
-0.4
CPT0006530001
Normal
-0.4
CPT0088710001
Normal
-0.4
CPT0009020003
Normal
-0.4
CPT0001510001
Normal
-0.4
CPT0086830003
Normal
-0.4
CPT0088970003
Tumor
-0.4
CPT0078660003
Tumor
-0.5
CPT0082010001
Normal
-0.5
CPT0023360001
Normal
-0.5
CPT0001550001
Normal
-0.5
CPT0012090003
Normal
-0.5
CPT0086970003
Normal
-0.5
CPT0014130001
Normal
-0.5
CPT0002370001
Normal
-0.5
CPT0001230001
Normal
-0.5
CPT0025060001
Normal
-0.5
CPT0063330001
Normal
-0.5
CPT0069010001
Normal
-0.5
CPT0079510001
Normal
-0.6
CPT0079430001
Normal
-0.6
CPT0019160001
Normal
-0.6
CPT0007470001
Normal
-0.6
CPT0025610001
Normal
-0.6
CPT0081620001
Normal
-0.6
CPT0063640001
Normal
-0.6
CPT0089040001
Normal
-0.6
CPT0087050003
Normal
-0.6
CPT0088920001
Normal
-0.6
CPT0077500001
Normal
-0.6
CPT0079300001
Normal
-0.6
CPT0092310003
Normal
-0.6
CPT0079000001
Normal
-0.6
CPT0088640003
Normal
-0.6
CPT0079180003
Tumor
-0.7
CPT0014350001
Normal
-0.7
CPT0076350001
Normal
-0.7
CPT0020130001
Normal
-0.7
CPT0025920001
Normal
-0.7
CPT0012570003
Normal
-0.7
CPT0078670001
Normal
-0.7
CPT0077140001
Normal
-0.7
CPT0086370003
Normal
-0.7
CPT0006950001
Normal
-0.7
CPT0088500001
Normal
-0.7
CPT0001350001
Normal
-0.7
CPT0078940001
Normal
-0.7
CPT0092800003
Normal
-0.7
CPT0020020001
Normal
-0.7
CPT0026420001
Normal
-0.8
CPT0078530001
Normal
-0.8
CPT0086890003
Normal
-0.8
CPT0092740003
Normal
-0.8
CPT0088780001
Normal
-0.8
CPT0064400001
Normal
-0.8
CPT0010170001
Normal
-0.8
CPT0023710001
Normal
-0.8
CPT0009080003
Normal
-0.8
CPT0006730001
Normal
-0.8
CPT0078840001
Normal
-0.8
CPT0066430001
Normal
-0.9
CPT0012770003
Normal
-0.9
CPT0007870001
Normal
-0.9
CPT0065450001
Normal
-0.9
CPT0000790001
Normal
-0.9
CPT0089480003
Normal
-0.9
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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
