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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.
CMTM7 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
6.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
89.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
21.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
20.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
19.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
12.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
11.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
11.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
10.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
8.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
8.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
8.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
8.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
7.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
7.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
6.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
6.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
6.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
5.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
5.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
5.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
5.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
5.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
4.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
4.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
4.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
4.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
4.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
4.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
4.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
4.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
3.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
3.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
3.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
3.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
3.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
3.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
3.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
3.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
3.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
2.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
2.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
2.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
2.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
1.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
1.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
1.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
1.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 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.
CMTM7 is potential prognostic, high expression is unfavorable 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
15.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
92.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
60.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
53.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
52.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
52.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
48.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
46.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
41.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
40.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
39.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
35.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
34.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
33.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
32.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
32.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
31.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
31.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
31.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
31.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
30.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
30.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
30.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
29.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
29.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
29.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
29.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
29.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
29.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
28.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
28.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
28.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
28.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
28.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
27.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
27.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
27.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
27.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
27.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
27.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
27.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
27.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
27.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
27.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
27.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
26.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
26.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
26.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
26.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
26.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
26.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
26.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
25.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
25.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
25.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
25.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
25.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
24.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
24.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
24.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
24.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
24.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
24.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
24.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
23.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
23.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
23.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
23.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
23.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
23.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
23.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
23.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
23.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
23.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
23.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
23.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
23.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
22.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
22.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
22.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
22.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
22.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
22.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
22.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
22.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
22.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
21.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
21.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
21.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
21.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
21.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
21.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
21.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
21.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
21.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
21.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
21.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
20.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
20.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
20.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
20.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
20.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
20.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
20.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
20.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
20.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
20.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
20.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
19.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
19.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
19.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
19.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
19.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
19.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
19.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
19.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
19.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
19.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
19.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
19.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
19.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
19.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
19.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
19.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
19.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
19.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
19.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
19.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
18.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
18.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
18.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
18.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
18.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
18.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
18.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
18.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
18.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
18.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
18.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
18.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
18.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
18.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
18.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
18.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
18.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
18.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
17.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
17.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
17.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
17.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
17.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
17.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
17.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
17.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
17.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
17.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
17.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
17.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
17.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
17.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
17.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
17.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
17.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
17.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
17.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
17.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
17.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
16.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
16.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
16.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
16.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
16.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
16.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
16.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
16.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
16.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
16.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
16.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
16.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
16.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
16.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
16.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
16.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
16.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
16.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
16.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
16.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
16.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
16.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
16.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
16.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
16.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
16.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
16.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
16.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
16.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
16.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
16.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
16.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
16.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
16.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
16.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
16.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
16.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
16.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
15.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
15.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
15.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
15.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
15.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
15.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
15.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
15.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
15.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
15.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
15.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
15.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
15.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
15.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
15.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
15.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
15.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
15.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
15.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
15.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
15.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
15.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
15.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
15.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
15.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
15.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
14.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
14.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
14.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
14.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
14.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
14.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
14.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
14.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
14.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
14.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
14.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
14.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
14.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
14.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
14.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
14.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
14.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
14.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
14.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
14.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
14.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
14.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
14.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
14.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
14.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
14.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
14.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
14.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
14.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
14.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
14.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
14.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
14.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
14.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
14.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
14.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
14.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
14.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
14.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
14.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
14.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
14.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
14.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
14.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
14.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
14.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
14.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
14.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
13.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
13.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
13.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
13.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
13.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
13.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
13.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
13.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
13.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
13.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
13.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
13.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
13.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
13.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
13.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
13.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
13.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
13.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
13.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
13.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
13.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
13.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
13.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
13.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
13.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
13.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
13.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
13.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
13.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
13.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
13.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
13.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
13.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
13.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
13.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
12.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
12.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
12.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
12.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
12.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
12.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
12.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
12.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
12.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
12.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
12.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
12.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
12.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
12.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
12.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
12.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
12.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
12.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
12.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
12.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
12.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
12.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
12.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
12.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
12.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
12.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
12.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
12.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
12.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
12.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
12.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
12.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
12.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
12.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
12.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
12.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
12.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
12.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
12.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
12.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
12.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
12.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
12.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
12.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
12.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
12.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
12.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
11.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
11.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
11.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
11.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
11.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
11.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
11.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
11.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
11.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
11.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
11.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
11.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
11.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
11.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
11.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
11.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
11.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
11.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
11.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
11.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
11.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
11.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
11.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
11.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
11.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
11.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
11.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
11.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
11.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
11.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
11.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
11.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
11.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
11.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
11.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
11.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
11.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
11.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
11.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
11.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
11.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
10.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
10.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
10.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
10.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
10.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
10.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
10.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
10.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
10.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
10.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
10.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
10.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
10.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
10.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
10.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
10.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
10.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
10.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
10.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
10.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
10.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
10.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
10.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
10.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
10.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
10.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
10.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
10.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
10.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
10.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
10.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
10.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
10.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
10.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
10.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
10.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
10.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
9.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
9.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
9.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
9.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
9.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
9.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
9.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
9.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
9.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
9.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
9.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
9.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
9.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
9.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
9.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
9.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
9.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
9.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
9.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
9.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
9.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
9.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
9.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
9.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
9.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
8.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
8.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
8.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
8.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
8.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
8.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
8.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
8.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
8.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
8.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
8.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
8.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
8.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
8.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
8.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
8.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
7.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
7.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
7.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
7.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
7.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
7.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
7.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
7.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
7.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
7.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
7.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
7.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
7.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
7.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
7.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
6.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
6.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
6.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
6.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
6.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
6.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
6.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
5.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
5.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
5.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
5.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
4.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
4.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
4.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
4.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
3.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
3.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
2.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
2.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
2.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
2.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
2.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
2.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
1.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CMTM7 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
13.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
41.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
28.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
27.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
26.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
23.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
22.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
20.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
20.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
19.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
18.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
18.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
18.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
18.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
18.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
18.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
17.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
17.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
16.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
16.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
16.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
16.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
16.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
15.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
15.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
15.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
15.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
15.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
15.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
14.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
14.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
14.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
14.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
13.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
13.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
13.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
13.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
13.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
13.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
13.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
13.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
13.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
13.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
13.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
13.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
12.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
12.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
12.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
12.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
12.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
12.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
11.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
11.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
11.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
11.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
11.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
11.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
11.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
11.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
11.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
11.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
11.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
10.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
10.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
10.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
10.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
10.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
10.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
10.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
10.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
10.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
10.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
10.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
9.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
9.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
9.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
9.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
8.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
8.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
8.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
8.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
8.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
8.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
8.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
8.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
8.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
8.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
8.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
7.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
7.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
7.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
7.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
7.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
7.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
7.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
6.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
6.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
6.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
5.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
CMTM7 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
41.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
271.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
200.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
146.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
145.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
131.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
130.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
122.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
113.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
107.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
103.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
102.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
102.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
96.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
94.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
93.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
93.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
90.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
88.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
87.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
86.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
86.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
86.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
84.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
84.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
84.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
82.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
82.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
81.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
80.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
78.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
77.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
77.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
74.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
73.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
72.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
72.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
71.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
71.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
70.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
69.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
68.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
67.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
67.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
66.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
65.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
65.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
65.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
65.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
62.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
60.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
60.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
59.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
58.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
58.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
58.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
58.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
57.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
57.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
56.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
56.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
55.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
55.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
55.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
55.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
54.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
53.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
53.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
53.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
53.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
52.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
52.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
51.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
51.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
50.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
50.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
50.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
50.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
49.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
49.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
49.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
48.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
47.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
47.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
47.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
47.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
47.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
47.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
46.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
46.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
46.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
45.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
45.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
45.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
45.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
45.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
45.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
44.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
44.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
44.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
43.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
43.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
43.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
43.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
43.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
43.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
42.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
42.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
42.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
42.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
42.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
42.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
41.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
41.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
41.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
40.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
40.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
40.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
40.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
39.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
39.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
38.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
38.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
38.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
38.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
38.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
38.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
38.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
38.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
37.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
36.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
36.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
36.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
35.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
35.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
35.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
35.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
34.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
34.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
34.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
34.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
34.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
34.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
33.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
32.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
32.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
32.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
32.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
32.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
32.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
32.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
32.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
32.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
31.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
31.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
31.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
31.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
31.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
30.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
30.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
30.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
30.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
30.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
30.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
30.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
30.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
29.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
29.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
29.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
29.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
29.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
28.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
28.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
27.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
27.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
27.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
26.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
26.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
26.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
26.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
26.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
25.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
25.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
25.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
25.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
25.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
25.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
25.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
25.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
24.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
24.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
24.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
24.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
24.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
23.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
23.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
23.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
23.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
23.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
22.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
22.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
22.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
22.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
22.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
22.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
22.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
22.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
22.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
21.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
21.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
21.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
21.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
21.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
21.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
20.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
20.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
20.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
20.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
20.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
20.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
20.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
20.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
19.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
19.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
18.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
18.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
18.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
18.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
17.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
17.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
17.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
17.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
16.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
16.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
16.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
16.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
16.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
16.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
15.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
15.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
15.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
15.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
15.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
15.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
15.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
15.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
15.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
14.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
14.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
13.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
13.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
12.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
12.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
12.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
12.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
11.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
11.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
11.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
11.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
11.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
10.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
10.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
10.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
9.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
8.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
8.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
8.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
8.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
7.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
7.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
6.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
5.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
5.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
5.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
4.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
3.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
