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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.
MAP3K7CL is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
26.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
24.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
15.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
14.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
13.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
12.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
12.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
11.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
11.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
11.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
10.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
9.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
9.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
9.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
8.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
8.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
8.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
7.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
7.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
7.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
7.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
7.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
7.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
6.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
6.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
6.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
6.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
5.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
5.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
5.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
5.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
4.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
4.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
4.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
4.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
4.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
4.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
4.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
3.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
3.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
3.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
3.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
2.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
2.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
1.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
1.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
1.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
1.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
1.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
0.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 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.
MAP3K7CL 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
25.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
335.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
192.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
171.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
162.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
151.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
117.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
104.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
86.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
82.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
81.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
79.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
79.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
78.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
77.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
73.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
73.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
72.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
72.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
72.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
72.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
71.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
70.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
70.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
68.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
67.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
66.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
65.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
65.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
65.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
65.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
64.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
63.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
60.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
60.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
60.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
59.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
59.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
59.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
58.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
58.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
58.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
56.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
56.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
55.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
55.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
55.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
54.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
54.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
54.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
54.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
53.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
53.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
53.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
52.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
52.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
52.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
51.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
51.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
51.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
51.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
50.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
50.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
50.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
50.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
50.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
49.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
49.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
49.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
49.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
48.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
47.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
47.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
47.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
47.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
47.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
46.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
46.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
46.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
46.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
46.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
45.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
45.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
45.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
44.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
44.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
44.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
44.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
43.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
43.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
42.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
42.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
41.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
41.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
41.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
41.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
41.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
40.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
40.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
40.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
39.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
39.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
39.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
38.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
38.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
37.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
37.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
37.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
36.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
36.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
36.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
36.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
36.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
36.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
35.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
35.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
34.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
34.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
34.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
34.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
34.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
34.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
34.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
34.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
33.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
33.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
33.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
33.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
32.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
32.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
32.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
32.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
32.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
32.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
32.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
31.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
31.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
31.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
31.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
31.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
31.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
31.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
31.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
31.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
30.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
30.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
30.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
30.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
30.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
30.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
30.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
30.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
29.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
29.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
29.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
29.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
29.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
29.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
29.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
28.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
28.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
28.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
28.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
28.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
28.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
28.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
28.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
28.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
27.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
27.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
27.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
27.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
27.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
27.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
27.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
27.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
27.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
27.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
26.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
26.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
26.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
26.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
26.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
26.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
26.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
26.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
26.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
26.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
26.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
26.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
26.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
25.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
25.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
25.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
25.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
25.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
25.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
25.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
24.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
24.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
24.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
24.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
24.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
24.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
24.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
24.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
24.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
24.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
23.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
23.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
23.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
23.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
23.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
23.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
23.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
23.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
23.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
23.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
22.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
22.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
22.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
22.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
22.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
22.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
22.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
22.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
21.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
21.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
21.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
21.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
21.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
21.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
21.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
21.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
21.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
21.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
21.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
20.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
20.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
20.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
20.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
20.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
20.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
20.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
20.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
20.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
19.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
19.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
19.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
19.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
19.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
19.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
19.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
19.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
19.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
18.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
18.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
18.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
18.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
18.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
18.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
18.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
18.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
18.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
18.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
18.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
17.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
17.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
17.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
17.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
17.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
17.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
17.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
17.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
17.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
17.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
17.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
17.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
17.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
17.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
17.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
17.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
16.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
16.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
16.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
16.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
16.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
16.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
16.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
16.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
16.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
16.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
16.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
16.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
16.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
16.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
15.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
15.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
15.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
15.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
15.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
15.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
15.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
15.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
15.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
15.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
15.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
15.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
15.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
15.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
15.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
15.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
14.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
14.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
14.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
14.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
14.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
14.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
14.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
14.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
14.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
14.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
13.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
13.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
13.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
13.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
13.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
13.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
13.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
13.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
13.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
13.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
13.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
13.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
13.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
13.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
13.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
13.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
13.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
13.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
13.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
13.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
13.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
13.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
13.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
12.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
12.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
12.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
12.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
12.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
12.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
12.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
12.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
12.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
12.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
12.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
12.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
12.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
12.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
12.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
12.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
11.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
11.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
11.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
11.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
11.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
11.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
11.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
11.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
11.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
11.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
11.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
11.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
11.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
11.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
11.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
11.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
10.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
10.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
10.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
10.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
10.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
10.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
10.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
10.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
10.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
10.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
10.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
10.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
10.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
10.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
10.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
10.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
10.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
10.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
10.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
10.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
10.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
10.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
10.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
9.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
9.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
9.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
9.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
9.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
9.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
9.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
9.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
9.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
9.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
9.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
9.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
9.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
9.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
9.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
9.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
9.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
9.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
9.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
9.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
9.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
8.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
8.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
8.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
8.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
8.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
8.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
8.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
8.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
8.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
8.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
8.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
8.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
8.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
8.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
8.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
8.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
8.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
8.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
8.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
8.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
7.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
7.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
7.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
7.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
7.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
7.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
7.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
7.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
7.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
7.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
7.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
7.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
7.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
7.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
7.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
7.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
7.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
7.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
6.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
6.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
6.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
6.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
6.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
6.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
6.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
6.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
6.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
6.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
6.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
6.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
6.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
6.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
6.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
6.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
6.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
5.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
5.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
5.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
5.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
5.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
5.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
5.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
5.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
5.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
5.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
5.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
5.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
5.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
5.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
4.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
4.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
4.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
4.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
4.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
4.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
4.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
4.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
4.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
4.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
4.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
4.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
4.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
4.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
4.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
3.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
3.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
3.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
3.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
3.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
3.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
3.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
2.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
2.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
1.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
1.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
1.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 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.
MAP3K7CL 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
29.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
171.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
132.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
101.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
89.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
80.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
76.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
65.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
60.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
57.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
55.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
55.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
54.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
54.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
53.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
50.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
49.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
49.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
47.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
47.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
47.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
45.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
44.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
42.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
40.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
39.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
39.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
37.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
35.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
33.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
33.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
32.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
32.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
32.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
32.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
31.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
31.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
30.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
29.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
29.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
28.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
28.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
26.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
26.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
25.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
24.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
23.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
22.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
22.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
22.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
21.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
21.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
21.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
20.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
19.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
19.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
18.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
18.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
18.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
18.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
18.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
17.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
17.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
16.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
15.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
15.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
15.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
14.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
14.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
14.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
14.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
13.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
13.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
12.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
12.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
12.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
12.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
11.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
10.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
10.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
9.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
9.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
9.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
8.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
8.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
7.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
7.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
7.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
7.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
7.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
6.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
6.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
6.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
5.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
5.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
5.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
5.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
5.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
4.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MAP3K7CL 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
8.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
79.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
62.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
60.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
50.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
47.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
46.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
43.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
37.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
37.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
34.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
32.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
32.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
31.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
31.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
30.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
29.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
29.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
29.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
25.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
25.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
24.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
23.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
22.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
22.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
21.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
20.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
19.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
19.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
18.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
18.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
17.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
17.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
16.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
16.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
15.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
15.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
15.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
14.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
14.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
13.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
13.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
13.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
13.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
12.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
12.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
12.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
12.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
12.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
12.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
12.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
11.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
11.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
11.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
11.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
11.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
10.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
10.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
10.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
10.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
10.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
10.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
10.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
10.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
10.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
9.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
9.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
9.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
9.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
9.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
9.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
9.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
9.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
9.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
9.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
8.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
8.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
8.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
8.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
8.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
8.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
8.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
8.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
8.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
8.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
8.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
7.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
7.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
7.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
7.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
7.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
7.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
7.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
7.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
7.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
7.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
7.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
7.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
7.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
7.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
7.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
7.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
7.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
7.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
7.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
7.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
7.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
6.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
6.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
6.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
6.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
6.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
6.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
6.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
6.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
6.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
6.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
6.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
6.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
6.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
6.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
6.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
6.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
6.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
6.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
6.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
6.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
6.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
6.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
5.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
5.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
5.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
5.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
5.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
5.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
5.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
5.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
5.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
5.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
5.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
5.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
5.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
5.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
5.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
5.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
5.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
5.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
5.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
5.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
5.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
5.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
5.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
4.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
4.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
4.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
4.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
4.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
4.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
4.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
4.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
4.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
4.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
4.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
4.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
4.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
4.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
4.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
4.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
4.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
4.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
4.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
4.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
4.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
3.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
3.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
3.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
3.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
3.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
3.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
3.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
3.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
3.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
3.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
3.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
3.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
3.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
3.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
3.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
3.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
3.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
3.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
3.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
3.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
3.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
3.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
3.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
3.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
3.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
3.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
3.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
3.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
3.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
3.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
3.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
3.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
3.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
3.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
3.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
3.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
3.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
3.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
3.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
3.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
2.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
2.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
2.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
2.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
2.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
2.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
2.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
2.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
2.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
2.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
2.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
2.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
2.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
2.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
2.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
2.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
2.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
2.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
2.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
2.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
1.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
1.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
1.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
1.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
1.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
1.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
1.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
1.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
1.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
1.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
1.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
1.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
1.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
1.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
1.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
1.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
0.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
0.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
0.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
0.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0086950003
Tumor
2.5
CPT0025050003
Tumor
2.1
CPT0002350011
Tumor
1.9
CPT0024670003
Tumor
1.9
CPT0001180009
Tumor
1.9
CPT0021240003
Tumor
1.9
CPT0012670003
Tumor
1.8
CPT0025230003
Tumor
1.6
CPT0069000003
Tumor
1.5
CPT0012280003
Tumor
1.3
CPT0079380003
Tumor
1.0
CPT0011240003
Tumor
1.0
CPT0009000003
Tumor
0.9
CPT0012080003
Tumor
0.9
CPT0075560003
Tumor
0.9
CPT0006900003
Tumor
0.8
CPT0014160003
Tumor
0.8
CPT0012550003
Tumor
0.8
CPT0025880003
Tumor
0.8
CPT0015910003
Tumor
0.6
CPT0063630003
Tumor
0.6
CPT0006630003
Tumor
0.6
CPT0015810003
Tumor
0.6
CPT0092290003
Tumor
0.5
CPT0007320003
Tumor
0.5
CPT0063320003
Tumor
0.4
CPT0064370003
Tumor
0.4
CPT0086820003
Tumor
0.4
CPT0011410003
Tumor
0.4
CPT0025110003
Tumor
0.4
CPT0079230003
Tumor
0.4
CPT0077490003
Tumor
0.4
CPT0092730003
Tumor
0.4
CPT0012370003
Tumor
0.3
CPT0020020001
Normal
0.3
CPT0019990003
Tumor
0.3
CPT0025580004
Tumor
0.3
CPT0075720003
Tumor
0.2
CPT0023690003
Tumor
0.2
CPT0092160003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0017410003
Tumor
0.2
CPT0026420001
Normal
0.2
CPT0085670003
Tumor
0.1
CPT0009060003
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0017850003
Tumor
0.1
CPT0065690003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0088760003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0006440003
Tumor
-0.1
CPT0071150004
Tumor
-0.1
CPT0078800003
Tumor
-0.1
CPT0081880003
Tumor
-0.1
CPT0069160003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0086870003
Tumor
-0.1
CPT0065870003
Tumor
-0.2
CPT0088970003
Tumor
-0.2
CPT0066430001
Normal
-0.2
CPT0025290003
Tumor
-0.3
CPT0092190003
Normal
-0.3
CPT0066470004
Tumor
-0.3
CPT0086030003
Tumor
-0.3
CPT0079180003
Tumor
-0.3
CPT0069190001
Normal
-0.4
CPT0012900004
Tumor
-0.4
CPT0025170003
Tumor
-0.4
CPT0092310003
Normal
-0.4
CPT0082010001
Normal
-0.5
CPT0025350003
Tumor
-0.5
CPT0009080003
Normal
-0.5
CPT0001190001
Normal
-0.5
CPT0026410003
Tumor
-0.5
CPT0012920003
Normal
-0.5
CPT0009020003
Normal
-0.6
CPT0002370001
Normal
-0.6
CPT0025920001
Normal
-0.6
CPT0025060001
Normal
-0.6
CPT0084590001
Normal
-0.6
CPT0086890003
Normal
-0.6
CPT0018250001
Normal
-0.6
CPT0063330001
Normal
-0.7
CPT0088710001
Normal
-0.7
CPT0017450001
Normal
-0.7
CPT0012570003
Normal
-0.7
CPT0086830003
Normal
-0.8
CPT0006730001
Normal
-0.8
CPT0092740003
Normal
-0.8
CPT0063640001
Normal
-0.8
CPT0010110003
Tumor
-0.8
CPT0014130001
Normal
-0.9
CPT0012290003
Normal
-0.9
CPT0064400001
Normal
-0.9
CPT0086970003
Normal
-0.9
CPT0012770003
Normal
-0.9
CPT0013790003
Normal
-0.9
CPT0012090003
Normal
-1.0
CPT0081600003
Tumor
-1.0
CPT0007470001
Normal
-1.0
CPT0010170001
Normal
-1.0
CPT0012640003
Normal
-1.0
CPT0069010001
Normal
-1.0
CPT0024680001
Normal
-1.0
CPT0001230001
Normal
-1.1
CPT0088780001
Normal
-1.1
CPT0012180003
Tumor
-1.1
CPT0075570001
Normal
-1.2
CPT0077500001
Normal
-1.4
CPT0010120001
Normal
-1.5
CPT0078840001
Normal
-1.5
CPT0023710001
Normal
-1.5
CPT0025610001
Normal
-1.6
CPT0078830003
Tumor
-1.6
CPT0015730003
Tumor
-1.7
CPT0006950001
Normal
-1.7
CPT0081620001
Normal
-1.9
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0076330003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0077140001
Normal
N/A
CPT0089040001
Normal
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0001550001
Normal
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0007860003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0079270003
Tumor
N/A
CPT0001270001
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0088630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0078510003
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0088920001
Normal
N/A
CPT0077110003
Tumor
N/A
CPT0077320001
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0076350001
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0079510001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0079300001
Normal
N/A
CPT0087050003
Normal
N/A
CPT0088480003
Tumor
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
