We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
TYK2 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
50.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
156.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
137.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
129.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
117.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
103.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
90.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
89.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
79.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
78.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
75.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
75.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
73.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
67.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
67.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
67.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
64.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
59.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
57.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
56.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
55.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
54.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
53.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
53.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
52.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
51.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
51.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
48.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
48.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
46.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
45.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
45.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
44.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
44.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
43.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
43.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
40.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
39.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
38.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
37.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
37.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
34.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
34.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
33.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
31.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
31.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
31.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
30.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
30.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
28.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
27.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
27.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
25.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
25.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
23.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
22.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
21.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
20.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
17.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
17.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
13.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
13.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
12.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
12.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 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.
TYK2 is potential prognostic, high expression is unfavorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
39.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
112.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
111.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
97.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
83.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
80.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
79.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
77.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
75.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
73.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
73.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
71.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
70.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
70.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
69.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
68.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
68.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
68.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
68.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
68.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
67.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
66.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
66.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
66.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
66.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
65.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
64.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
64.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
64.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
63.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
63.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
63.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
62.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
61.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
61.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
61.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
61.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
61.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
60.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
60.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
59.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
59.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
59.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
59.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
58.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
58.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
58.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
58.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
57.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
57.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
57.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
56.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
56.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
56.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
56.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
55.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
55.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
55.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
55.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
55.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
55.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
55.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
55.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
54.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
54.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
54.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
54.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
54.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
53.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
53.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
53.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
53.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
53.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
52.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
52.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
52.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
52.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
52.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
52.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
52.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
52.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
52.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
52.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
52.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
51.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
51.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
51.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
51.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
51.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
51.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
51.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
51.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
51.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
51.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
50.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
50.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
50.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
50.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
50.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
50.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
50.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
49.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
49.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
49.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
49.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
49.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
49.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
49.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
49.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
48.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
48.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
48.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
48.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
48.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
48.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
47.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
47.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
47.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
47.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
47.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
47.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
47.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
46.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
46.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
46.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
46.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
46.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
46.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
46.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
46.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
46.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
46.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
46.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
45.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
45.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
45.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
45.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
45.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
45.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
45.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
45.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
45.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
45.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
45.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
45.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
44.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
44.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
44.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
44.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
44.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
44.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
44.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
44.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
44.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
44.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
44.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
44.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
44.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
44.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
44.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
43.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
43.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
43.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
43.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
43.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
43.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
43.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
43.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
43.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
43.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
43.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
42.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
42.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
42.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
42.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
42.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
42.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
42.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
42.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
42.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
42.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
42.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
42.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
42.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
42.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
42.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
42.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
42.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
42.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
41.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
41.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
41.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
41.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
41.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
41.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
41.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
41.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
41.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
41.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
41.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
41.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
41.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
41.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
40.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
40.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
40.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
40.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
40.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
40.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
40.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
40.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
40.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
40.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
40.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
40.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
40.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
40.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
40.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
39.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
39.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
39.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
39.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
39.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
39.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
39.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
39.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
39.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
39.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
39.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
39.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
39.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
39.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
39.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
38.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
38.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
38.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
38.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
38.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
38.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
38.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
38.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
38.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
38.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
38.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
38.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
37.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
37.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
37.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
37.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
37.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
37.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
37.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
37.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
37.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
37.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
37.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
37.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
37.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
37.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
37.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
37.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
37.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
37.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
37.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
37.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
37.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
37.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
36.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
36.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
36.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
36.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
36.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
36.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
36.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
36.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
36.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
36.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
36.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
36.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
36.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
35.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
35.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
35.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
35.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
35.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
35.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
35.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
35.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
35.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
35.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
35.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
35.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
35.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
35.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
35.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
35.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
35.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
35.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
35.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
35.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
34.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
34.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
34.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
34.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
34.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
34.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
34.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
34.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
34.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
34.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
34.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
34.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
34.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
34.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
34.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
34.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
34.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
34.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
34.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
34.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
34.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
34.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
34.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
34.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
34.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
34.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
34.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
33.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
33.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
33.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
33.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
33.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
33.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
33.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
33.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
33.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
33.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
33.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
33.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
33.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
33.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
33.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
33.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
33.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
33.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
32.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
32.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
32.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
32.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
32.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
32.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
32.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
32.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
32.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
32.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
32.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
32.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
32.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
32.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
32.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
32.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
32.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
32.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
32.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
32.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
32.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
31.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
31.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
31.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
31.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
31.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
31.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
31.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
31.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
31.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
31.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
31.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
31.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
31.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
31.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
30.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
30.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
30.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
30.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
30.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
30.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
30.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
30.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
30.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
30.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
30.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
30.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
30.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
30.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
30.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
30.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
30.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
30.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
30.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
30.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
30.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
29.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
29.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
29.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
29.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
29.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
29.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
29.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
29.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
29.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
29.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
29.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
29.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
29.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
29.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
29.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
28.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
28.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
28.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
28.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
28.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
28.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
28.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
28.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
28.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
28.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
28.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
28.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
28.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
28.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
27.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
27.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
27.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
27.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
27.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
27.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
27.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
27.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
27.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
27.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
27.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
27.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
26.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
26.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
26.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
26.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
26.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
26.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
26.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
26.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
26.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
26.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
25.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
25.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
25.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
25.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
25.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
25.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
25.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
25.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
25.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
24.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
24.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
24.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
24.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
24.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
24.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
24.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
23.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
23.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
23.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
23.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
23.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
23.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
23.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
23.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
23.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
23.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
23.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
22.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
22.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
22.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
22.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
22.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
22.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
22.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
21.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
21.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
21.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
21.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
21.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
21.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
20.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
20.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
20.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
20.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
20.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
20.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
20.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
20.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
19.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
19.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
19.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
19.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
19.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
19.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
19.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
19.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
19.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
19.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
17.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
17.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
17.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
17.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
17.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
15.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
15.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
15.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
14.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
12.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
11.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TYK2 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
40.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
85.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
74.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
73.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
70.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
68.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
63.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
61.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
60.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
60.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
58.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
58.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
57.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
57.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
54.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
53.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
52.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
51.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
51.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
49.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
48.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
47.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
47.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
46.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
46.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
45.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
45.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
45.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
45.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
45.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
44.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
44.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
44.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
44.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
43.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
42.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
41.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
41.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
41.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
41.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
41.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
41.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
40.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
39.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
39.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
39.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
39.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
39.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
38.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
38.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
38.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
37.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
37.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
37.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
37.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
37.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
36.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
36.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
35.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
35.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
35.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
35.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
35.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
35.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
35.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
34.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
34.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
34.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
34.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
34.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
34.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
34.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
33.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
33.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
33.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
33.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
33.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
33.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
32.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
32.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
32.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
32.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
32.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
31.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
31.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
31.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
31.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
30.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
29.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
28.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
28.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
26.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
26.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
26.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
26.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
26.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
25.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
24.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
23.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
21.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TYK2 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
47.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
147.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
145.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
136.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
130.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
129.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
119.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
117.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
111.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
106.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
102.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
101.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
97.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
96.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
93.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
92.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
90.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
89.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
88.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
87.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
87.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
87.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
85.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
85.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
85.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
83.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
81.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
80.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
79.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
79.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
79.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
78.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
78.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
78.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
77.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
76.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
76.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
75.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
74.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
73.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
73.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
71.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
71.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
71.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
70.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
70.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
69.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
69.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
69.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
68.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
68.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
68.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
67.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
67.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
66.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
66.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
65.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
65.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
65.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
65.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
64.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
63.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
63.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
63.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
62.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
62.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
62.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
61.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
61.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
61.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
60.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
60.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
59.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
59.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
58.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
57.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
56.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
56.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
56.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
56.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
55.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
55.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
55.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
54.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
54.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
54.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
54.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
54.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
53.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
53.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
53.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
52.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
52.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
52.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
51.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
51.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
51.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
51.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
51.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
50.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
50.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
50.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
50.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
50.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
50.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
50.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
50.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
50.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
49.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
49.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
49.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
49.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
48.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
48.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
48.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
48.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
47.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
47.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
47.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
47.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
47.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
46.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
46.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
46.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
46.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
45.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
45.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
44.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
44.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
43.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
43.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
43.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
42.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
42.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
42.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
42.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
42.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
42.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
41.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
41.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
41.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
41.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
41.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
41.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
41.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
40.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
40.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
40.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
40.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
40.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
40.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
40.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
40.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
40.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
40.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
40.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
40.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
39.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
39.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
38.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
38.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
38.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
38.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
38.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
38.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
38.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
38.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
38.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
38.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
38.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
38.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
37.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
37.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
37.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
37.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
36.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
36.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
36.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
36.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
36.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
35.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
35.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
35.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
35.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
35.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
35.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
34.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
34.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
34.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
34.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
34.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
34.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
34.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
34.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
33.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
33.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
33.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
33.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
33.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
33.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
32.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
32.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
32.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
32.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
32.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
32.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
31.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
31.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
31.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
31.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
31.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
31.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
30.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
30.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
30.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
30.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
30.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
30.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
30.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
30.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
29.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
29.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
29.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
29.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
28.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
28.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
28.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
28.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
28.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
28.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
28.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
28.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
27.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
27.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
27.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
27.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
26.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
26.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
26.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
26.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
26.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
26.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
26.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
26.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
25.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
25.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
24.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
24.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
24.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
24.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
24.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
23.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
23.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
23.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
22.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
22.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
22.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
22.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
22.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
22.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
22.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
21.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
21.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
21.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
21.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
20.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
19.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
19.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
19.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
18.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
18.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
18.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
16.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
16.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
16.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
15.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
14.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
13.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
12.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
11.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
11.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
9.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
9.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088550004
Tumor
0.6
CPT0014450004
Tumor
0.6
CPT0026410003
Tumor
0.6
CPT0086950003
Tumor
0.6
CPT0010110003
Tumor
0.5
CPT0086870003
Tumor
0.5
CPT0092160003
Tumor
0.5
CPT0069160003
Tumor
0.5
CPT0077110003
Tumor
0.4
CPT0001180009
Tumor
0.4
CPT0092730003
Tumor
0.4
CPT0065810003
Tumor
0.4
CPT0069000003
Tumor
0.3
CPT0001340003
Tumor
0.3
CPT0071150004
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0023350003
Tumor
0.3
CPT0000870016
Tumor
0.3
CPT0081990003
Tumor
0.3
CPT0025050003
Tumor
0.3
CPT0024670003
Tumor
0.3
CPT0001540009
Tumor
0.3
CPT0066470004
Tumor
0.3
CPT0019130003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0086360003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0078830003
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0076330003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0007320003
Tumor
0.2
CPT0023690003
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0075560003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0065450001
Normal
0.2
CPT0088630003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0088970003
Tumor
0.2
CPT0001190001
Normal
0.2
CPT0019990003
Tumor
0.2
CPT0079270003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0001500009
Tumor
0.1
CPT0007860003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0087040003
Tumor
0.1
CPT0063630003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0012550003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0064370003
Tumor
0.1
CPT0077310003
Tumor
0.1
CPT0086890003
Normal
0.1
CPT0006950001
Normal
0.1
CPT0077140001
Normal
0.1
CPT0075130003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0006630003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0012180003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0000640003
Tumor
0.1
CPT0078930003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0081620001
Normal
0.1
CPT0014160003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0078510003
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0089480003
Normal
0.1
CPT0092190003
Normal
0.1
CPT0077320001
Normal
0.0
CPT0078530001
Normal
0.0
CPT0076350001
Normal
0.0
CPT0002350011
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0087050003
Normal
0.0
CPT0010120001
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0088710001
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0079380003
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0025290003
Tumor
0.0
CPT0017850003
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0092290003
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0081880003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0021240003
Tumor
0.0
CPT0025610001
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0077490003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0011410003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0009000003
Tumor
-0.1
CPT0000780007
Tumor
-0.1
CPT0012670003
Tumor
-0.1
CPT0086830003
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0011240003
Tumor
-0.1
CPT0066430001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0088760003
Tumor
-0.1
CPT0066480003
Tumor
-0.1
CPT0014130001
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0092790003
Tumor
-0.1
CPT0088500001
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0012900004
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0020120003
Tumor
-0.1
CPT0012770003
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0002270011
Tumor
-0.1
CPT0078800003
Tumor
-0.1
CPT0084560003
Tumor
-0.1
CPT0092740003
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0006900003
Tumor
-0.1
CPT0079180003
Tumor
-0.1
CPT0086030003
Tumor
-0.1
CPT0066520001
Normal
-0.1
CPT0065930003
Tumor
-0.1
CPT0086370003
Normal
-0.1
CPT0018250001
Normal
-0.2
CPT0017450001
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0020020001
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0012080003
Tumor
-0.2
CPT0007870001
Normal
-0.2
CPT0015730003
Tumor
-0.2
CPT0001550001
Normal
-0.2
CPT0000660001
Normal
-0.2
CPT0017410003
Tumor
-0.2
CPT0079300001
Normal
-0.2
CPT0092800003
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0001510001
Normal
-0.2
CPT0000790001
Normal
-0.2
CPT0077500001
Normal
-0.2
CPT0009080003
Normal
-0.2
CPT0001270001
Normal
-0.2
CPT0012920003
Normal
-0.2
CPT0079000001
Normal
-0.3
CPT0007470001
Normal
-0.3
CPT0078670001
Normal
-0.3
CPT0025580004
Tumor
-0.3
CPT0006530001
Normal
-0.3
CPT0012640003
Normal
-0.3
CPT0084590001
Normal
-0.3
CPT0024680001
Normal
-0.3
CPT0088780001
Normal
-0.3
CPT0079510001
Normal
-0.3
CPT0020130001
Normal
-0.3
CPT0025920001
Normal
-0.3
CPT0025170003
Tumor
-0.3
CPT0001230001
Normal
-0.3
CPT0078660003
Tumor
-0.3
CPT0009020003
Normal
-0.4
CPT0006730001
Normal
-0.4
CPT0063320003
Tumor
-0.5
CPT0063330001
Normal
-0.6
Show allShow less
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
