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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.
METRNL 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
67.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
313.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
246.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
246.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
244.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
174.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
159.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
151.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
142.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
125.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
120.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
117.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
116.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
114.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
114.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
109.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
102.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
97.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
92.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
83.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
82.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
80.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
80.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
73.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
69.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
62.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
55.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
43.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
39.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
37.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
36.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
34.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
33.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
33.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
31.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
31.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
31.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
31.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
30.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
29.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
28.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
28.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
27.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
27.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
26.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
26.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
25.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
23.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
22.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
22.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
21.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
20.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
18.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
17.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
17.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
17.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
17.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
16.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
16.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
15.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
14.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
13.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
10.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
10.5
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.
METRNL 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
13.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
139.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
118.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
111.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
105.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
95.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
82.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
78.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
62.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
61.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
57.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
55.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
54.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
54.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
50.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
50.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
47.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
46.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
46.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
45.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
41.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
40.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
40.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
39.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
38.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
37.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
37.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
36.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
35.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
35.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
34.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
34.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
32.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
31.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
31.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
31.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
31.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
31.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
30.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
29.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
29.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
29.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
28.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
28.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
28.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
28.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
28.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
27.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
27.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
27.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
27.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
26.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
26.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
26.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
25.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
25.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
24.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
24.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
24.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
24.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
24.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
23.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
23.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
23.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
23.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
23.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
23.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
22.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
22.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
22.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
22.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
22.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
21.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
21.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
21.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
21.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
21.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
21.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
21.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
21.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
21.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
21.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
20.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
20.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
20.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
20.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
20.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
20.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
20.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
20.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
20.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
20.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
20.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
20.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
19.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
19.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
19.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
19.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
19.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
19.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
19.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
19.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
19.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
18.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
18.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
18.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
18.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
18.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
18.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
18.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
18.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
18.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
17.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
17.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
17.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
17.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
17.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
17.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
17.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
17.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
17.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
17.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
17.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
17.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
17.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
17.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
17.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
16.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
16.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
16.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
16.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
16.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
16.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
16.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
16.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
16.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
16.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
16.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
15.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
15.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
15.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
15.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
15.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
15.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
15.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
15.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
15.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
15.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
15.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
15.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
14.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
14.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
14.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
14.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
14.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
14.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
14.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
14.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
14.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
14.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
14.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
14.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
14.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
14.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
14.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
13.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
13.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
13.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
13.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
13.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
13.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
13.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
13.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
13.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
13.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
13.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
13.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
13.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
12.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
12.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
12.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
12.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
12.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
12.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
12.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
12.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
12.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
12.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
12.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
12.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
12.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
12.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
12.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
12.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
12.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
12.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
12.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
12.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
11.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
11.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
11.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
11.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
11.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
11.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
11.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
11.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
11.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
11.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
11.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
11.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
11.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
11.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
11.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
11.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
10.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
10.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
10.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
10.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
10.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
10.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
10.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
10.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
10.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
10.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
10.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
10.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
10.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
10.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
10.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
10.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
10.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
10.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
10.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
10.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
10.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
10.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
10.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
10.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
10.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
10.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
10.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
9.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
9.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
9.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
9.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
9.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
9.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
9.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
9.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
9.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
9.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
9.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
9.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
9.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
9.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
9.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
9.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
9.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
9.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
9.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
9.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
9.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
9.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
9.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
9.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
9.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
9.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
8.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
8.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
8.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
8.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
8.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
8.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
8.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
8.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
8.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
8.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
8.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
8.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
8.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
8.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
8.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
8.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
8.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
8.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
8.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
8.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
8.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
8.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
8.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
8.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
8.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
7.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
7.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
7.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
7.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
7.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
7.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
7.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
7.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
7.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
7.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
7.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
7.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
7.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
7.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
7.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
7.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
7.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
7.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
7.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
7.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
7.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
7.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
7.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
7.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
7.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
7.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
7.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
7.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
7.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
7.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
7.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
7.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
7.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
7.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
7.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
7.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
6.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
6.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
6.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
6.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
6.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
6.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
6.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
6.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
6.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
6.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
6.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
6.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
6.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
6.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
6.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
6.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
6.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
6.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
6.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
6.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
6.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
6.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
6.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
6.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
6.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
6.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
6.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
6.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
6.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
6.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
6.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
6.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
6.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
6.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
6.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
6.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
6.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
5.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
5.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
5.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
5.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
5.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
5.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
5.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
5.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
5.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
5.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
5.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
5.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
5.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
5.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
5.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
5.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
5.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
5.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
5.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
5.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
5.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
5.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
5.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
5.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
5.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
5.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
5.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
5.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
5.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
5.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
5.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
5.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
5.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
5.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
4.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
4.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
4.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
4.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
4.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
4.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
4.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
4.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
4.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
4.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
4.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
4.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
4.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
4.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
4.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
4.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
4.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
4.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
4.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
4.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
4.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
4.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
4.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
4.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
4.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
4.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
4.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
4.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
4.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
4.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
4.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
4.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
4.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
4.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
4.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
4.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
4.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
4.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
4.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
4.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
3.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
3.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
3.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
3.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
3.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
3.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
3.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
3.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
3.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
3.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
3.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
3.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
3.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
3.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
3.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
3.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
3.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
3.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
3.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
3.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
3.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
3.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
3.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
3.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
3.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
3.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
3.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
3.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
3.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
3.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
3.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
3.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
2.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
2.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
2.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
2.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
2.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
2.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
2.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
2.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
2.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
2.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
2.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
2.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
2.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
2.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
2.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
2.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
2.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
2.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
2.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
2.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
2.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
2.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
2.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
2.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
2.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
2.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
2.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
2.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
2.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
2.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
2.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
1.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
1.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
1.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
1.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
1.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
1.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
1.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
1.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
1.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
1.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
1.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
1.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 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.
METRNL 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
9.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
59.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
39.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
26.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
25.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
22.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
21.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
20.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
20.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
20.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
20.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
19.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
19.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
19.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
19.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
18.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
16.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
15.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
15.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
13.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
13.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
13.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
13.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
12.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
12.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
12.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
10.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
10.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
10.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
9.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
9.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
9.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
9.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
9.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
9.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
8.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
8.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
8.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
8.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
8.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
8.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
8.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
8.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
8.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
7.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
7.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
7.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
7.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
7.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
7.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
7.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
7.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
7.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
6.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
6.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
6.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
6.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
6.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
6.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
6.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
6.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
6.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
6.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
6.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
6.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
6.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
6.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
5.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
5.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
5.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
5.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
5.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
5.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
5.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
5.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
4.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
4.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
4.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
4.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
4.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
4.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
4.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
4.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
4.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
4.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
4.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
3.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
3.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
3.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
3.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
3.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
3.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
3.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
3.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
2.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
2.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
2.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
2.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
2.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
METRNL 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
27.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
179.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
150.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
141.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
124.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
119.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
112.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
106.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
105.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
97.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
95.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
95.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
94.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
91.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
86.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
83.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
77.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
77.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
70.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
68.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
67.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
67.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
66.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
64.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
61.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
61.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
58.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
58.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
55.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
55.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
55.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
55.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
54.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
54.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
53.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
52.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
51.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
51.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
49.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
49.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
48.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
48.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
48.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
47.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
46.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
45.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
45.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
44.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
43.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
43.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
43.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
43.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
42.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
41.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
41.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
41.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
40.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
39.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
39.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
39.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
39.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
38.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
38.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
38.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
37.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
37.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
37.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
37.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
36.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
36.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
36.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
36.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
35.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
35.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
34.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
34.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
33.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
33.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
33.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
33.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
32.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
32.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
31.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
31.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
31.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
31.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
30.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
30.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
30.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
30.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
30.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
30.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
30.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
30.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
30.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
30.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
29.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
29.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
28.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
28.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
27.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
27.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
27.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
27.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
27.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
26.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
26.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
26.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
25.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
25.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
25.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
25.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
25.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
25.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
24.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
23.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
23.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
23.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
23.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
23.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
22.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
22.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
22.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
21.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
21.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
21.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
21.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
21.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
21.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
21.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
21.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
21.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
21.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
21.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
21.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
21.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
20.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
20.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
20.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
20.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
20.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
20.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
19.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
19.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
19.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
19.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
19.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
19.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
19.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
19.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
18.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
18.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
18.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
18.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
18.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
18.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
18.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
18.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
17.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
17.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
17.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
17.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
17.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
17.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
17.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
16.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
16.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
16.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
15.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
15.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
15.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
15.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
15.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
15.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
15.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
15.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
15.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
15.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
15.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
14.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
14.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
14.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
14.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
14.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
13.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
13.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
13.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
13.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
13.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
13.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
13.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
13.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
13.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
13.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
13.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
12.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
12.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
12.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
12.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
12.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
12.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
12.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
12.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
12.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
12.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
12.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
12.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
12.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
11.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
11.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
11.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
11.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
11.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
11.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
11.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
10.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
10.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
10.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
10.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
10.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
10.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
10.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
10.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
10.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
9.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
9.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
9.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
9.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
9.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
9.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
9.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
9.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
8.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
8.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
8.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
8.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
8.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
8.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
8.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
7.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
7.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
7.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
7.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
7.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
7.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
7.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
7.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
6.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
6.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
6.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
6.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
6.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
6.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
5.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
5.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
5.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
5.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
5.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
5.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
5.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
5.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
5.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
5.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
5.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
4.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
4.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
4.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
4.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
4.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
4.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
4.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
3.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
3.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
3.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
3.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
2.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
2.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
1.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
0.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0084560003
Tumor
3.2
CPT0076330003
Tumor
2.3
CPT0063630003
Tumor
2.0
CPT0081880003
Tumor
1.8
CPT0026420001
Normal
1.0
CPT0012180003
Tumor
1.0
CPT0007860003
Tumor
0.7
CPT0012290003
Normal
0.6
CPT0002350011
Tumor
0.4
CPT0025290003
Tumor
0.4
CPT0019990003
Tumor
0.4
CPT0077110003
Tumor
0.4
CPT0012670003
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0077140001
Normal
0.2
CPT0011410003
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0084590001
Normal
0.1
CPT0076350001
Normal
0.1
CPT0088970003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0065930003
Tumor
0.0
CPT0065690003
Tumor
0.0
CPT0069000003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0066470004
Tumor
0.0
CPT0006440003
Tumor
-0.1
CPT0065870003
Tumor
-0.1
CPT0069010001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0017850003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0018250001
Normal
-0.2
CPT0086820003
Tumor
-0.2
CPT0007870001
Normal
-0.2
CPT0086830003
Normal
-0.2
CPT0006530001
Normal
-0.2
CPT0001270001
Normal
-0.2
CPT0088780001
Normal
-0.2
CPT0007320003
Tumor
-0.2
CPT0025170003
Tumor
-0.3
CPT0088710001
Normal
-0.3
CPT0063640001
Normal
-0.3
CPT0020020001
Normal
-0.3
CPT0012080003
Tumor
-0.3
CPT0088690003
Tumor
-0.3
CPT0066430001
Normal
-0.3
CPT0026410003
Tumor
-0.3
CPT0088760003
Tumor
-0.5
CPT0007470001
Normal
-0.6
CPT0012640003
Normal
-0.6
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
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
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
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
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
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
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
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
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
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
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
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
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
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
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
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
