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.
DNAJC4 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
128.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
578.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
420.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
319.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
314.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
287.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
231.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
211.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
201.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
199.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
174.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
169.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
168.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
168.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
160.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
160.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
159.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
157.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
150.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
148.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
145.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
145.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
143.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
138.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
133.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
129.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
117.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
116.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
115.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
109.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
106.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
101.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
98.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
96.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
94.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
92.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
92.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
92.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
90.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
89.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
89.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
83.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
83.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
82.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
81.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
77.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
75.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
74.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
73.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
70.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
69.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
67.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
64.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
62.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
61.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
60.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
59.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
58.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
51.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
49.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
47.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
46.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
44.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
37.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 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.
DNAJC4 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
47.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
150.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
131.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
111.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
109.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
107.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
102.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
100.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
98.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
97.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
97.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
95.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
92.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
90.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
89.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
87.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
86.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
85.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
84.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
84.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
81.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
81.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
80.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
80.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
78.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
77.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
77.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
75.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
74.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
73.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
73.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
73.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
72.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
71.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
71.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
70.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
70.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
69.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
69.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
69.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
68.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
68.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
68.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
68.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
68.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
68.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
68.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
68.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
68.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
67.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
67.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
67.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
67.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
67.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
67.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
67.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
66.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
66.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
66.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
66.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
66.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
65.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
65.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
65.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
65.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
65.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
63.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
63.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
62.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
62.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
62.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
62.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
62.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
62.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
62.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
62.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
62.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
61.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
61.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
61.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
61.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
61.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
61.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
61.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
60.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
60.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
60.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
60.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
59.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
59.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
59.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
59.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
58.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
58.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
58.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
58.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
58.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
58.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
58.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
57.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
57.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
57.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
57.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
57.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
57.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
57.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
56.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
56.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
56.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
56.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
56.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
56.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
56.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
56.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
56.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
56.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
56.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
55.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
55.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
55.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
55.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
55.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
55.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
55.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
54.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
54.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
54.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
54.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
54.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
54.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
54.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
54.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
53.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
53.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
53.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
53.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
53.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
53.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
53.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
53.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
52.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
52.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
52.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
52.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
52.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
52.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
52.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
52.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
52.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
52.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
52.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
51.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
51.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
51.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
51.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
51.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
51.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
51.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
51.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
51.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
51.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
51.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
50.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
50.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
50.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
50.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
50.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
50.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
50.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
50.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
50.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
50.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
50.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
50.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
50.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
50.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
50.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
50.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
50.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
49.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
49.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
49.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
49.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
49.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
49.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
49.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
49.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
49.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
49.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
49.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
49.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
49.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
49.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
49.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
49.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
49.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
49.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
49.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
48.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
48.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
48.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
48.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
48.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
48.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
48.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
48.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
48.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
48.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
48.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
48.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
48.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
48.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
48.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
48.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
48.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
48.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
48.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
48.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
47.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
47.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
47.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
47.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
47.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
47.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
47.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
47.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
46.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
46.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
46.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
46.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
46.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
46.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
46.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
46.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
46.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
46.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
46.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
46.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
46.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
46.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
46.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
46.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
46.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
46.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
45.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
45.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
45.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
45.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
45.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
45.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
45.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
45.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
45.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
45.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
45.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
45.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
45.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
45.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
45.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
45.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
45.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
45.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
45.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
45.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
44.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
44.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
44.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
44.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
44.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
44.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
44.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
44.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
44.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
44.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
44.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
44.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
44.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
43.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
43.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
43.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
43.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
43.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
43.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
43.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
43.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
43.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
43.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
43.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
43.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
43.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
42.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
42.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
42.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
42.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
42.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
42.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
42.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
42.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
42.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
42.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
42.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
42.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
42.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
42.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
41.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
41.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
41.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
41.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
41.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
41.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
41.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
41.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
41.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
41.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
41.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
41.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
41.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
41.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
41.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
41.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
40.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
40.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
40.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
40.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
40.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
40.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
40.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
40.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
40.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
40.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
40.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
40.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
40.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
40.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
40.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
40.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
40.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
40.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
40.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
40.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
40.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
40.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
40.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
39.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
39.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
39.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
39.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
39.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
39.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
39.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
39.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
39.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
39.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
39.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
39.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
39.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
39.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
39.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
39.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
39.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
39.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
38.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
38.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
38.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
38.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
38.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
38.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
38.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
38.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
38.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
38.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
38.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
38.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
38.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
38.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
38.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
38.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
38.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
37.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
37.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
37.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
37.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
37.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
37.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
37.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
37.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
37.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
37.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
37.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
37.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
37.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
37.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
37.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
37.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
37.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
37.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
37.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
36.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
36.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
36.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
36.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
36.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
36.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
36.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
36.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
36.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
36.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
35.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
35.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
35.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
35.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
35.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
35.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
35.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
35.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
35.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
35.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
35.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
35.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
35.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
35.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
35.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
34.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
34.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
34.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
34.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
34.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
34.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
34.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
34.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
34.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
34.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
33.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
33.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
33.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
33.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
33.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
33.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
33.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
33.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
33.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
33.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
33.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
33.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
33.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
33.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
33.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
33.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
33.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
33.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
33.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
33.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
33.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
32.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
32.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
32.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
32.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
32.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
32.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
32.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
32.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
32.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
31.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
31.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
31.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
31.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
31.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
31.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
31.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
31.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
31.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
30.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
30.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
30.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
30.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
30.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
30.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
29.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
29.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
29.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
29.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
29.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
29.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
29.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
29.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
29.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
28.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
28.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
28.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
28.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
28.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
27.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
27.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
27.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
27.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
26.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
26.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
26.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
26.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
26.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
26.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
26.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
26.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
25.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
25.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
25.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
25.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
25.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
23.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
23.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
23.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
23.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
22.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
22.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
21.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
18.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
17.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
16.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
14.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
7.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
6.2
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.
DNAJC4 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
42.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
91.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
90.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
82.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
80.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
74.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
73.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
69.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
67.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
65.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
63.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
58.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
58.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
58.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
56.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
56.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
55.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
52.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
52.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
50.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
50.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
50.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
49.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
49.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
48.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
48.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
48.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
47.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
46.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
46.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
46.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
45.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
45.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
45.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
44.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
44.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
44.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
44.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
43.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
43.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
42.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
42.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
41.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
41.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
40.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
40.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
40.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
39.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
39.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
39.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
39.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
38.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
38.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
38.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
38.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
38.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
38.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
38.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
38.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
38.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
37.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
37.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
37.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
37.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
37.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
37.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
37.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
37.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
36.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
36.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
36.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
35.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
34.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
34.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
33.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
33.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
33.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
33.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
33.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
32.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
32.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
31.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
31.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
31.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
30.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
29.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
29.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
29.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
29.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
29.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
28.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
28.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
27.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
25.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
24.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
24.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
21.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
18.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
18.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
17.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DNAJC4 is potential prognostic, high expression is favorable 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
81.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
242.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
230.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
213.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
194.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
188.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
188.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
186.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
184.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
175.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
174.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
173.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
168.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
164.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
162.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
161.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
157.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
154.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
153.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
152.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
152.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
152.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
149.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
148.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
145.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
144.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
142.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
140.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
139.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
138.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
137.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
137.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
135.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
134.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
134.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
132.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
132.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
130.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
129.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
129.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
126.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
126.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
125.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
124.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
122.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
121.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
120.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
114.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
114.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
114.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
113.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
112.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
112.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
111.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
111.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
110.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
109.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
107.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
107.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
107.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
107.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
106.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
105.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
105.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
105.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
103.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
103.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
101.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
100.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
99.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
99.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
98.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
97.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
96.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
96.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
95.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
95.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
94.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
94.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
94.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
93.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
92.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
92.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
92.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
92.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
91.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
91.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
91.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
90.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
89.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
89.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
89.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
89.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
88.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
88.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
88.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
88.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
88.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
87.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
87.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
86.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
86.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
86.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
85.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
85.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
85.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
84.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
84.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
84.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
83.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
83.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
83.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
82.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
82.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
81.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
81.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
81.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
81.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
81.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
79.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
79.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
78.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
77.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
77.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
77.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
76.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
76.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
76.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
76.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
75.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
75.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
74.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
74.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
74.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
74.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
73.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
73.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
73.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
73.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
73.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
72.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
72.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
72.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
72.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
71.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
71.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
71.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
71.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
70.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
70.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
70.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
70.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
70.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
70.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
69.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
69.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
68.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
68.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
68.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
68.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
68.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
68.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
68.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
67.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
67.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
67.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
67.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
66.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
66.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
66.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
66.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
65.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
65.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
65.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
65.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
65.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
65.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
64.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
64.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
64.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
64.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
64.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
63.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
63.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
62.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
62.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
61.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
61.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
61.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
60.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
60.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
60.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
60.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
59.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
59.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
59.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
58.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
58.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
58.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
57.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
57.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
57.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
57.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
57.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
57.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
57.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
55.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
55.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
55.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
55.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
55.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
54.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
54.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
54.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
54.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
53.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
53.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
53.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
53.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
52.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
52.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
52.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
52.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
52.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
51.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
50.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
50.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
50.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
49.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
49.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
49.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
49.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
49.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
48.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
48.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
47.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
47.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
47.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
47.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
47.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
47.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
46.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
46.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
45.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
45.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
45.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
45.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
44.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
43.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
43.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
43.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
42.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
42.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
42.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
41.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
41.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
40.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
38.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
38.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
38.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
35.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
35.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
35.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
34.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
34.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
33.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
33.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
33.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
31.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
30.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
30.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
29.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
28.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
26.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
26.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
22.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
20.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
20.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
15.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
15.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
12.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
10.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
6.1
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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
