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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.
MTLN 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
57.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
242.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
121.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
121.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
96.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
94.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
88.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
87.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
86.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
83.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
81.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
79.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
78.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
76.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
76.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
73.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
73.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
72.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
72.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
70.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
70.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
69.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
68.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
68.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
66.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
64.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
61.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
60.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
60.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
58.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
57.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
56.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
55.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
54.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
54.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
53.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
52.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
50.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
49.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
49.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
49.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
48.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
47.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
46.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
45.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
42.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
40.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
40.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
39.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
39.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
39.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
39.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
38.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
37.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
33.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
32.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
32.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
30.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
2.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
2.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
2.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 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.
MTLN is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
50.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
248.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
227.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
202.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
193.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
160.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
158.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
132.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
122.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
122.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
115.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
111.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
111.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
110.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
107.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
103.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
98.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
98.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
97.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
96.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
95.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
95.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
93.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
93.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
92.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
92.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
91.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
91.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
91.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
91.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
90.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
90.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
90.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
89.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
89.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
89.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
88.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
87.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
86.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
84.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
84.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
84.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
83.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
83.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
83.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
83.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
81.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
80.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
80.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
80.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
79.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
78.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
78.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
77.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
77.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
77.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
77.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
76.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
76.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
76.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
75.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
75.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
75.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
74.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
74.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
74.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
74.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
74.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
74.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
73.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
73.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
73.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
73.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
72.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
72.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
72.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
71.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
71.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
71.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
70.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
70.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
70.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
70.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
69.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
69.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
69.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
69.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
69.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
68.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
68.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
68.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
68.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
68.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
68.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
68.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
67.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
67.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
66.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
66.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
66.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
65.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
65.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
65.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
65.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
64.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
64.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
64.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
64.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
64.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
64.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
64.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
63.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
63.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
63.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
62.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
62.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
62.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
62.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
62.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
62.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
62.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
61.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
61.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
61.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
61.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
61.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
60.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
60.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
60.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
59.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
59.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
59.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
59.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
59.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
59.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
59.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
59.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
58.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
58.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
58.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
58.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
58.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
58.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
57.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
57.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
57.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
57.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
57.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
57.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
57.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
56.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
56.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
56.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
56.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
56.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
56.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
56.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
55.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
55.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
55.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
55.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
55.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
55.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
54.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
54.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
54.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
54.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
54.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
54.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
54.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
53.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
53.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
53.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
53.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
53.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
52.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
52.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
52.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
52.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
52.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
52.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
51.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
51.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
51.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
51.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
51.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
50.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
50.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
50.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
50.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
50.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
50.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
50.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
50.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
50.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
50.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
50.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
50.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
49.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
49.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
49.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
49.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
49.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
49.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
49.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
49.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
49.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
49.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
49.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
49.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
49.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
49.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
49.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
49.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
48.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
48.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
48.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
48.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
48.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
48.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
48.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
47.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
47.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
47.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
47.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
47.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
47.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
47.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
47.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
47.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
47.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
47.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
47.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
47.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
47.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
46.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
46.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
46.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
46.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
46.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
46.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
46.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
46.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
45.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
45.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
45.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
45.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
45.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
45.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
45.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
45.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
45.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
45.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
45.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
45.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
44.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
44.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
44.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
44.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
44.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
44.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
44.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
44.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
44.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
44.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
43.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
43.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
43.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
43.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
43.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
43.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
43.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
43.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
43.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
43.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
43.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
43.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
43.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
42.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
42.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
42.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
42.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
42.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
42.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
42.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
42.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
42.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
42.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
42.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
42.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
41.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
41.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
41.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
41.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
41.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
41.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
41.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
41.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
41.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
40.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
40.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
40.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
40.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
40.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
40.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
40.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
40.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
40.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
40.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
40.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
40.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
39.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
39.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
39.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
39.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
39.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
39.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
39.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
39.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
39.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
39.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
39.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
39.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
39.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
38.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
38.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
38.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
38.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
38.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
38.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
38.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
38.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
38.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
38.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
38.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
38.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
38.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
38.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
38.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
38.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
38.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
38.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
37.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
37.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
37.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
37.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
37.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
37.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
37.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
37.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
37.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
37.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
37.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
37.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
37.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
37.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
37.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
37.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
37.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
36.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
36.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
36.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
36.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
36.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
36.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
36.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
36.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
36.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
36.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
36.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
36.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
36.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
36.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
36.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
35.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
35.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
35.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
35.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
35.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
35.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
35.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
35.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
35.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
34.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
34.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
34.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
34.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
34.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
34.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
34.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
34.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
34.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
34.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
34.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
34.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
34.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
33.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
33.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
33.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
33.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
33.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
33.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
33.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
33.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
33.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
33.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
33.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
33.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
33.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
33.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
33.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
33.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
32.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
32.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
32.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
32.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
32.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
32.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
32.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
32.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
32.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
32.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
32.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
32.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
32.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
32.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
32.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
32.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
31.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
31.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
31.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
31.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
31.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
31.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
31.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
31.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
31.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
31.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
30.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
30.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
30.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
30.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
30.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
30.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
30.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
30.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
29.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
29.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
29.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
29.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
29.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
29.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
29.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
29.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
29.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
29.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
28.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
28.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
28.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
28.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
28.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
28.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
28.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
28.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
28.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
28.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
28.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
27.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
27.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
27.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
27.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
27.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
27.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
27.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
27.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
27.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
27.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
27.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
26.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
26.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
26.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
26.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
25.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
25.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
25.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
24.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
24.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
24.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
23.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
22.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
22.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
22.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
21.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
21.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
21.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
21.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
20.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
20.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
19.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
19.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
19.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
19.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
19.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
19.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
18.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
18.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
18.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
17.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
17.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
17.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
16.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
16.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
16.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
15.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
10.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
9.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
7.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
5.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
4.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
3.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
2.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MTLN 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
47.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
135.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
107.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
92.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
91.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
83.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
82.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
81.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
77.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
75.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
75.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
72.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
71.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
71.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
70.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
69.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
69.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
67.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
64.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
63.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
62.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
61.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
61.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
60.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
60.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
59.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
58.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
57.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
57.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
57.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
56.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
55.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
55.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
54.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
53.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
53.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
52.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
52.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
51.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
50.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
50.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
50.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
49.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
49.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
49.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
49.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
48.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
48.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
48.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
47.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
47.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
47.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
46.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
46.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
45.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
45.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
43.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
43.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
41.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
41.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
41.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
40.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
40.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
40.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
40.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
40.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
40.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
40.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
39.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
39.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
39.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
38.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
36.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
36.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
36.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
35.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
34.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
33.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
33.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
33.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
32.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
31.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
31.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
31.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
30.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
30.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
29.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
27.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
24.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
24.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
22.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
21.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
17.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
17.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
13.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
12.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
12.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
9.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
9.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
7.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
MTLN 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
84.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
277.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
227.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
192.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
191.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
185.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
184.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
184.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
182.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
180.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
180.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
175.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
167.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
166.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
161.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
154.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
152.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
148.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
147.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
146.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
145.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
144.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
143.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
142.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
139.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
138.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
136.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
135.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
134.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
133.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
132.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
132.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
131.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
130.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
127.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
126.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
125.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
125.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
124.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
124.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
124.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
122.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
121.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
121.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
119.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
117.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
117.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
116.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
115.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
115.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
113.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
113.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
113.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
112.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
112.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
111.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
110.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
110.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
109.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
109.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
109.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
108.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
107.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
107.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
107.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
107.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
106.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
105.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
104.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
104.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
104.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
104.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
104.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
103.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
102.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
101.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
100.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
100.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
100.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
100.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
100.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
98.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
98.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
97.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
97.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
96.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
96.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
96.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
96.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
95.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
95.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
95.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
94.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
94.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
93.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
93.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
93.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
92.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
92.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
92.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
92.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
92.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
91.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
91.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
91.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
91.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
91.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
91.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
91.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
91.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
90.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
90.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
90.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
89.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
89.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
88.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
87.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
87.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
86.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
86.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
86.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
85.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
85.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
84.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
84.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
84.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
84.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
84.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
84.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
84.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
83.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
83.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
83.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
83.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
83.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
82.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
82.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
82.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
82.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
81.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
81.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
81.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
80.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
80.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
80.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
79.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
79.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
79.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
79.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
78.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
78.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
78.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
78.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
78.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
78.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
78.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
78.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
77.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
76.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
76.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
75.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
75.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
75.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
75.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
74.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
73.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
73.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
73.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
73.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
72.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
72.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
72.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
72.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
71.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
71.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
70.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
70.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
70.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
70.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
70.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
69.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
69.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
69.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
69.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
68.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
68.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
68.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
67.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
67.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
66.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
66.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
66.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
66.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
65.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
65.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
64.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
64.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
64.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
64.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
64.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
63.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
63.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
63.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
62.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
62.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
61.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
61.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
61.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
60.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
60.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
59.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
58.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
58.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
58.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
57.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
57.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
57.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
57.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
56.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
56.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
54.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
54.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
54.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
53.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
53.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
52.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
52.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
51.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
50.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
50.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
49.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
49.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
49.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
49.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
48.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
48.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
47.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
46.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
46.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
46.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
46.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
45.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
45.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
44.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
44.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
44.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
44.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
43.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
42.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
40.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
39.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
39.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
37.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
36.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
36.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
36.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
34.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
34.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
33.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
32.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
31.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
30.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
29.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
28.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
28.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
27.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
24.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
23.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
21.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
21.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
21.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
20.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
19.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
17.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
17.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
14.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
12.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
12.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
12.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
9.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
8.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
7.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
1.1
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
