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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.
TREM2 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
109.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
83.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
34.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
29.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
24.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
22.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
22.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
21.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
20.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
18.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
18.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
18.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
14.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
13.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
13.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
13.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
12.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
11.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
11.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
10.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
10.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
10.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
10.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
9.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
9.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
8.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
7.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
7.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
6.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
6.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
6.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
6.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
5.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
5.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
5.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
5.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
5.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
4.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
4.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
3.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
3.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
3.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
3.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
3.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
3.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
3.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
2.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
2.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
2.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
2.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
2.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
2.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
1.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
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.
TREM2 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
35.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
169.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
150.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
143.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
131.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
126.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
121.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
113.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
110.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
109.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
106.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
106.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
106.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
105.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
103.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
98.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
98.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
97.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
97.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
94.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
94.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
93.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
93.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
91.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
91.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
89.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
88.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
87.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
86.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
85.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
85.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
84.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
83.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
82.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
82.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
80.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
78.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
78.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
78.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
78.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
76.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
75.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
75.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
75.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
75.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
74.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
74.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
74.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
73.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
73.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
73.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
72.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
72.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
71.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
71.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
70.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
69.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
69.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
69.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
69.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
69.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
68.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
68.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
68.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
67.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
67.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
66.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
66.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
65.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
65.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
65.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
64.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
64.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
63.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
63.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
63.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
63.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
63.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
62.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
61.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
61.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
60.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
59.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
59.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
59.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
59.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
58.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
58.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
58.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
57.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
57.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
57.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
56.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
56.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
55.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
55.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
54.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
54.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
54.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
53.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
53.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
52.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
52.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
52.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
52.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
52.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
51.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
51.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
51.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
51.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
51.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
51.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
51.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
51.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
51.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
50.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
50.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
50.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
50.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
49.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
49.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
49.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
49.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
49.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
49.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
49.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
49.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
49.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
48.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
48.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
48.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
47.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
47.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
47.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
47.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
47.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
47.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
47.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
47.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
46.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
46.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
46.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
46.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
46.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
46.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
46.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
45.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
45.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
45.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
45.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
45.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
45.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
44.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
44.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
44.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
43.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
43.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
43.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
43.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
43.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
43.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
43.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
43.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
43.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
43.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
42.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
42.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
42.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
42.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
42.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
42.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
41.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
40.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
40.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
40.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
40.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
40.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
40.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
40.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
39.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
39.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
39.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
39.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
38.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
38.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
38.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
38.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
38.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
38.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
38.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
38.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
37.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
37.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
37.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
36.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
36.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
36.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
36.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
36.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
36.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
36.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
36.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
36.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
36.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
36.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
35.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
35.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
35.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
35.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
35.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
35.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
34.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
34.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
34.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
34.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
34.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
34.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
34.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
34.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
33.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
33.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
33.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
33.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
33.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
32.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
32.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
32.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
32.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
32.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
32.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
32.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
32.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
32.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
32.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
31.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
31.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
31.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
31.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
31.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
31.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
31.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
31.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
31.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
31.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
31.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
31.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
31.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
31.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
31.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
30.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
30.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
30.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
30.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
30.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
30.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
30.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
30.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
30.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
30.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
29.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
29.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
29.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
28.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
28.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
28.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
28.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
28.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
28.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
28.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
28.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
28.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
28.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
28.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
27.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
27.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
27.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
27.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
27.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
27.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
27.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
27.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
27.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
27.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
26.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
26.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
26.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
26.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
26.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
26.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
26.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
25.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
25.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
25.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
25.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
25.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
25.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
25.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
24.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
24.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
24.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
24.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
24.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
24.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
24.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
24.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
24.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
24.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
24.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
24.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
24.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
24.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
24.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
23.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
23.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
23.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
23.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
23.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
22.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
22.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
22.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
22.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
22.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
22.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
22.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
22.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
22.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
21.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
21.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
21.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
21.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
21.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
21.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
21.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
21.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
21.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
21.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
21.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
21.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
20.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
20.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
20.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
20.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
20.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
20.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
20.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
20.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
20.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
20.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
20.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
20.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
20.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
20.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
20.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
20.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
20.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
20.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
20.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
20.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
19.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
19.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
19.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
19.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
19.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
19.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
19.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
19.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
19.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
19.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
19.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
19.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
18.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
18.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
18.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
18.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
18.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
18.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
18.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
18.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
18.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
18.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
18.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
18.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
18.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
17.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
17.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
17.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
17.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
17.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
17.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
17.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
17.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
17.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
17.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
17.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
17.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
17.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
17.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
16.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
16.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
16.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
16.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
16.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
16.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
16.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
16.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
16.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
15.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
15.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
15.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
15.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
15.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
15.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
15.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
15.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
15.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
14.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
14.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
14.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
14.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
14.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
14.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
14.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
14.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
14.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
14.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
13.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
13.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
13.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
13.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
13.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
13.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
13.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
13.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
13.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
13.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
13.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
13.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
13.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
13.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
13.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
12.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
12.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
12.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
12.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
12.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
12.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
12.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
11.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
11.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
11.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
11.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
11.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
11.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
11.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
11.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
11.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
11.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
11.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
10.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
10.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
10.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
10.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
10.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
10.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
10.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
10.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
9.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
9.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
9.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
9.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
9.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
9.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
9.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
9.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
9.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
8.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
8.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
8.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
8.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
8.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
8.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
7.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
7.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
7.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
7.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
7.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
7.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
7.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
7.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
6.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
6.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
6.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
6.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
6.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
6.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
6.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
6.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
6.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
6.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
6.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
5.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
5.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
5.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
5.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
4.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
4.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
4.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
3.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
2.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
2.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
2.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
2.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
2.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
2.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
2.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
1.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
1.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 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.
TREM2 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
35.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
145.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
78.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
78.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
75.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
73.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
71.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
69.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
66.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
64.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
64.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
62.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
61.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
57.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
57.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
56.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
56.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
52.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
52.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
51.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
50.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
50.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
50.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
48.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
48.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
47.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
47.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
46.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
44.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
44.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
40.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
40.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
39.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
39.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
39.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
39.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
38.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
38.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
38.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
37.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
37.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
36.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
36.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
35.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
35.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
34.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
33.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
33.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
32.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
32.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
32.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
32.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
32.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
31.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
30.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
30.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
30.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
30.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
30.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
29.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
28.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
27.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
27.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
27.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
26.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
26.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
26.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
25.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
24.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
24.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
24.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
23.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
23.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
23.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
20.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
20.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
20.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
20.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
20.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
19.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
19.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
19.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
18.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
18.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
17.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
17.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
17.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
16.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
16.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
14.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
14.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
14.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
13.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
13.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
13.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
11.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
10.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
8.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
8.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
4.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TREM2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
41.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
276.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
204.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
189.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
173.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
172.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
159.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
153.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
151.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
150.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
150.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
149.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
141.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
138.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
133.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
130.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
128.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
123.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
118.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
112.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
109.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
108.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
107.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
106.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
97.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
95.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
94.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
94.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
91.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
90.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
89.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
89.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
89.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
88.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
85.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
82.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
80.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
80.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
79.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
78.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
78.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
78.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
76.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
76.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
75.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
74.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
73.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
72.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
69.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
69.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
68.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
67.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
65.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
65.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
61.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
61.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
61.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
61.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
60.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
60.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
59.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
59.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
59.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
59.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
58.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
58.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
57.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
56.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
56.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
55.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
55.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
54.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
53.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
53.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
51.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
51.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
51.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
51.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
50.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
49.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
49.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
49.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
49.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
49.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
49.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
48.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
47.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
47.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
47.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
46.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
46.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
46.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
45.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
44.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
44.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
44.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
44.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
43.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
43.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
43.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
43.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
43.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
43.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
42.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
42.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
42.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
41.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
41.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
40.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
39.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
39.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
39.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
38.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
38.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
38.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
38.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
37.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
37.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
37.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
37.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
36.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
36.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
36.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
35.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
35.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
34.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
34.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
34.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
34.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
34.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
33.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
33.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
33.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
33.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
33.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
32.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
32.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
31.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
30.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
30.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
29.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
29.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
28.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
28.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
28.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
28.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
28.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
28.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
27.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
27.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
27.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
27.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
27.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
27.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
26.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
26.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
26.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
26.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
26.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
26.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
26.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
25.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
25.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
25.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
25.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
25.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
25.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
25.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
24.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
24.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
23.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
23.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
22.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
22.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
22.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
22.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
21.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
21.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
20.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
20.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
20.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
20.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
19.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
19.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
19.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
19.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
18.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
18.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
18.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
18.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
18.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
18.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
17.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
17.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
16.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
16.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
16.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
16.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
16.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
16.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
15.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
15.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
14.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
14.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
14.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
14.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
14.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
14.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
14.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
13.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
13.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
12.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
12.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
12.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
12.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
12.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
12.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
11.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
11.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
11.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
11.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
11.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
11.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
10.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
10.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
10.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
10.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
10.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
10.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
10.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
9.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
9.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
9.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
9.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
9.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
9.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
9.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
9.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
8.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
8.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
8.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
8.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
8.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
7.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
7.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
7.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
7.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
6.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
6.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
6.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
6.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
6.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
6.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
6.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
6.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
6.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
6.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
5.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
5.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
5.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
5.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
5.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
5.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
5.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
5.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
4.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
4.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
4.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
4.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
4.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
3.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
3.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
3.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
3.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
2.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
2.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
1.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
0.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
