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.
PLBD2 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
28.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
87.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
76.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
67.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
63.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
61.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
55.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
54.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
52.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
51.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
48.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
47.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
47.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
42.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
40.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
40.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
40.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
39.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
35.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
33.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
29.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
29.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
28.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
28.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
26.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
26.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
25.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
25.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
24.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
24.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
24.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
24.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
23.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
23.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
23.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
22.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
22.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
21.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
21.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
20.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
20.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
19.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
19.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
18.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
18.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
18.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
17.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
16.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
16.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
15.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
15.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
15.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
15.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
14.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
14.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
13.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
12.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
12.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
10.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
10.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
10.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
10.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
8.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
8.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 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.
PLBD2 is potential prognostic, high expression is unfavorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
30.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
181.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
97.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
92.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
82.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
76.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
74.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
73.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
71.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
69.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
66.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
61.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
60.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
59.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
59.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
58.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
58.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
58.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
57.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
57.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
56.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
56.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
56.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
56.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
55.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
55.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
54.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
54.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
53.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
53.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
52.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
51.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
51.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
50.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
50.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
50.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
50.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
50.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
49.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
49.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
49.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
49.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
49.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
48.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
47.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
47.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
47.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
47.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
46.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
46.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
46.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
46.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
46.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
45.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
45.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
45.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
45.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
45.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
45.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
44.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
44.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
44.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
44.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
44.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
43.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
43.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
43.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
43.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
43.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
43.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
43.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
43.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
43.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
43.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
42.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
42.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
42.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
42.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
42.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
41.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
41.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
41.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
41.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
41.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
41.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
41.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
40.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
40.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
40.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
40.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
40.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
40.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
40.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
40.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
39.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
39.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
39.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
39.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
39.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
39.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
39.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
39.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
39.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
39.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
39.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
39.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
39.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
38.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
38.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
38.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
38.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
38.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
38.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
38.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
37.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
37.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
37.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
37.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
37.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
37.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
37.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
37.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
37.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
37.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
37.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
37.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
37.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
37.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
37.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
37.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
37.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
36.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
36.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
36.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
36.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
36.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
36.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
36.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
36.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
36.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
35.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
35.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
35.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
35.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
35.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
35.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
35.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
35.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
35.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
35.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
35.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
35.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
35.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
34.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
34.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
34.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
34.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
34.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
34.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
34.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
34.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
34.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
34.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
34.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
34.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
34.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
34.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
34.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
33.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
33.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
33.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
33.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
33.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
33.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
33.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
33.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
33.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
33.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
33.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
33.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
33.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
32.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
32.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
32.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
32.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
32.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
32.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
32.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
32.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
32.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
32.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
32.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
31.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
31.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
31.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
31.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
31.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
31.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
31.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
31.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
31.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
31.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
30.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
30.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
30.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
30.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
30.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
30.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
30.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
30.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
30.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
30.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
30.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
30.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
30.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
30.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
30.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
30.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
30.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
30.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
30.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
30.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
30.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
30.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
30.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
30.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
29.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
29.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
29.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
29.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
29.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
29.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
29.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
29.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
29.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
29.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
29.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
29.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
29.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
29.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
29.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
29.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
29.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
29.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
29.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
29.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
28.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
28.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
28.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
28.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
28.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
28.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
28.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
28.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
28.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
28.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
28.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
28.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
28.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
28.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
28.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
28.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
28.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
28.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
27.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
27.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
27.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
27.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
27.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
27.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
27.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
27.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
27.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
27.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
27.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
27.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
27.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
27.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
27.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
27.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
27.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
27.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
27.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
27.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
27.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
27.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
27.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
27.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
27.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
27.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
26.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
26.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
26.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
26.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
26.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
26.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
26.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
26.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
26.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
26.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
26.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
26.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
26.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
26.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
26.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
26.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
26.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
26.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
26.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
26.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
26.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
25.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
25.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
25.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
25.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
25.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
25.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
25.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
25.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
25.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
25.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
25.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
25.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
25.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
25.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
25.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
25.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
25.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
25.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
25.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
25.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
24.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
24.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
24.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
24.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
24.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
24.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
24.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
24.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
24.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
24.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
24.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
24.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
24.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
24.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
24.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
24.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
23.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
23.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
23.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
23.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
23.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
23.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
23.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
23.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
23.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
23.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
23.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
23.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
23.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
23.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
23.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
23.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
23.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
23.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
22.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
22.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
22.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
22.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
22.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
22.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
22.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
22.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
22.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
22.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
22.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
22.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
22.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
22.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
22.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
22.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
22.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
22.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
21.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
21.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
21.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
21.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
21.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
21.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
21.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
21.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
21.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
21.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
21.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
21.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
21.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
21.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
21.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
21.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
21.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
21.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
21.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
21.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
21.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
21.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
21.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
21.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
21.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
21.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
21.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
21.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
21.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
21.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
20.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
20.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
20.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
20.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
20.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
20.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
20.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
20.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
20.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
20.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
20.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
20.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
20.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
20.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
20.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
20.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
19.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
19.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
19.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
19.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
19.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
19.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
19.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
19.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
19.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
19.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
19.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
19.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
19.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
19.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
18.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
18.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
18.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
18.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
18.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
18.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
18.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
18.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
18.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
18.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
18.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
18.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
18.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
17.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
17.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
17.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
17.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
17.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
17.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
17.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
16.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
16.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
16.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
16.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
16.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
16.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
16.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
16.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
16.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
16.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
16.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
16.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
16.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
15.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
15.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
15.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
15.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
15.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
15.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
15.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
15.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
15.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
15.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
14.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
14.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
14.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
14.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
14.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
14.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
14.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
13.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
13.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
13.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
12.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
12.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
12.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
12.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
12.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
12.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
11.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
11.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
11.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
11.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
10.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
10.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
10.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
10.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
10.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
9.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
9.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
8.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
8.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
8.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
8.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
7.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
5.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
5.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
PLBD2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
29.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
77.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
66.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
56.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
54.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
53.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
52.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
51.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
50.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
48.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
47.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
44.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
43.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
42.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
42.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
42.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
41.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
41.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
39.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
39.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
37.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
37.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
37.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
37.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
36.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
34.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
33.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
33.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
33.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
32.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
32.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
32.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
32.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
32.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
32.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
32.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
31.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
31.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
31.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
29.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
29.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
28.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
28.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
28.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
28.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
27.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
27.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
27.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
26.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
26.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
26.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
26.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
26.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
26.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
25.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
25.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
25.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
24.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
24.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
24.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
23.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
23.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
23.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
23.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
22.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
22.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
22.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
22.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
22.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
22.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
22.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
21.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
21.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
21.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
21.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
21.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
21.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
20.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
20.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
20.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
20.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
20.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
20.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
20.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
19.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
19.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
18.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
18.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
17.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
17.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
17.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
17.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
16.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
16.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
16.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
15.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
14.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
14.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
13.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
12.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PLBD2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
45.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
222.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
177.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
176.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
172.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
165.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
162.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
151.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
147.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
145.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
143.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
140.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
138.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
134.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
133.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
111.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
110.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
108.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
105.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
104.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
100.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
99.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
96.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
94.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
91.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
90.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
89.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
89.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
88.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
87.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
84.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
84.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
84.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
81.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
78.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
78.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
78.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
77.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
75.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
75.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
74.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
73.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
73.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
73.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
68.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
68.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
68.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
68.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
66.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
66.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
65.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
65.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
65.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
65.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
65.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
64.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
64.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
64.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
64.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
63.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
62.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
62.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
61.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
61.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
61.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
60.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
59.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
58.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
58.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
58.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
58.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
54.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
52.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
52.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
52.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
52.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
51.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
51.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
50.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
50.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
49.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
49.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
49.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
48.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
48.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
47.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
46.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
46.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
46.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
45.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
45.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
44.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
44.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
43.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
43.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
43.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
43.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
43.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
43.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
43.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
43.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
42.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
42.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
42.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
42.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
42.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
41.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
41.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
41.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
41.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
41.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
41.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
41.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
41.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
41.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
41.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
40.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
40.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
40.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
40.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
40.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
39.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
39.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
39.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
39.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
39.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
39.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
39.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
38.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
38.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
38.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
37.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
37.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
37.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
37.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
36.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
36.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
36.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
36.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
35.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
35.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
34.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
34.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
34.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
34.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
34.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
33.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
33.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
32.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
32.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
32.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
32.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
32.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
32.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
32.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
32.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
32.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
32.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
31.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
31.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
31.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
31.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
31.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
31.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
31.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
30.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
30.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
30.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
30.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
30.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
30.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
30.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
30.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
30.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
30.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
30.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
29.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
29.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
29.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
29.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
28.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
28.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
28.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
28.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
27.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
27.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
27.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
27.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
27.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
27.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
27.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
26.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
26.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
26.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
26.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
26.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
26.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
26.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
26.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
25.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
25.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
25.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
25.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
25.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
25.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
25.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
25.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
24.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
24.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
24.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
24.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
23.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
23.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
23.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
23.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
23.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
23.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
23.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
22.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
22.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
22.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
22.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
22.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
22.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
22.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
22.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
22.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
22.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
21.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
21.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
21.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
21.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
21.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
21.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
20.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
20.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
20.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
19.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
19.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
19.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
18.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
18.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
18.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
18.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
18.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
17.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
17.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
17.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
17.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
17.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
17.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
17.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
16.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
16.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
16.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
16.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
16.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
16.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
15.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
15.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
15.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
15.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
14.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
14.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
14.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
13.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
13.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
13.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
12.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
12.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
12.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
12.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
11.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
11.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
11.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
11.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
10.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
10.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
10.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
10.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
10.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
8.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
2.6
CPT0078660003
Tumor
1.6
CPT0088550004
Tumor
1.3
CPT0011410003
Tumor
1.2
CPT0001340003
Tumor
1.0
CPT0014160003
Tumor
1.0
CPT0078800003
Tumor
1.0
CPT0026420001
Normal
0.9
CPT0092730003
Tumor
0.8
CPT0012550003
Tumor
0.8
CPT0063630003
Tumor
0.8
CPT0075170001
Normal
0.8
CPT0065690003
Tumor
0.7
CPT0077320001
Normal
0.7
CPT0001270001
Normal
0.6
CPT0079410003
Tumor
0.6
CPT0064370003
Tumor
0.6
CPT0084590001
Normal
0.6
CPT0012920003
Normal
0.6
CPT0065930003
Tumor
0.5
CPT0017850003
Tumor
0.5
CPT0012180003
Tumor
0.5
CPT0063330001
Normal
0.5
CPT0023350003
Tumor
0.5
CPT0092160003
Tumor
0.5
CPT0017410003
Tumor
0.5
CPT0075560003
Tumor
0.4
CPT0010120001
Normal
0.4
CPT0019130003
Tumor
0.4
CPT0007860003
Tumor
0.4
CPT0007320003
Tumor
0.4
CPT0092190003
Normal
0.4
CPT0086970003
Normal
0.4
CPT0078510003
Tumor
0.4
CPT0025290003
Tumor
0.3
CPT0081990003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0006730001
Normal
0.3
CPT0086360003
Tumor
0.3
CPT0066480003
Tumor
0.3
CPT0088920001
Normal
0.3
CPT0000660001
Normal
0.3
CPT0076330003
Tumor
0.3
CPT0012670003
Tumor
0.2
CPT0012290003
Normal
0.2
CPT0079380003
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0020120003
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0001190001
Normal
0.2
CPT0086820003
Tumor
0.2
CPT0014470001
Normal
0.2
CPT0018250001
Normal
0.2
CPT0025060001
Normal
0.2
CPT0092290003
Tumor
0.2
CPT0088500001
Normal
0.2
CPT0012090003
Normal
0.1
CPT0063640001
Normal
0.1
CPT0086030003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0014130001
Normal
0.1
CPT0092800003
Normal
0.1
CPT0065820001
Normal
0.1
CPT0012570003
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0088780001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0086950003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0007470001
Normal
0.1
CPT0023690003
Tumor
0.1
CPT0001180009
Tumor
0.1
CPT0086890003
Normal
0.1
CPT0079430001
Normal
0.1
CPT0065750003
Tumor
0.1
CPT0012640003
Normal
0.0
CPT0021240003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0077140001
Normal
0.0
CPT0088480003
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0009060003
Tumor
0.0
CPT0089040001
Normal
0.0
CPT0088970003
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0002270011
Tumor
0.0
CPT0009080003
Normal
0.0
CPT0092740003
Normal
0.0
CPT0088570001
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0025230003
Tumor
-0.1
CPT0084560003
Tumor
-0.1
CPT0013790003
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0014450004
Tumor
-0.1
CPT0088630003
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0015730003
Tumor
-0.1
CPT0020020001
Normal
-0.1
CPT0075130003
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0024670003
Tumor
-0.1
CPT0086830003
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0009020003
Normal
-0.1
CPT0079510001
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0001220008
Tumor
-0.2
CPT0000790001
Normal
-0.2
CPT0000890001
Normal
-0.2
CPT0011240003
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0066470004
Tumor
-0.2
CPT0006530001
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0079000001
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0087040003
Tumor
-0.2
CPT0001510001
Normal
-0.2
CPT0025110003
Tumor
-0.2
CPT0077310003
Tumor
-0.2
CPT0078990003
Tumor
-0.2
CPT0088760003
Tumor
-0.2
CPT0014350001
Normal
-0.2
CPT0078530001
Normal
-0.2
CPT0012900004
Tumor
-0.2
CPT0086870003
Tumor
-0.2
CPT0015910003
Tumor
-0.2
CPT0001550001
Normal
-0.2
CPT0078830003
Tumor
-0.3
CPT0017450001
Normal
-0.3
CPT0010160003
Tumor
-0.3
CPT0066430001
Normal
-0.3
CPT0089480003
Normal
-0.3
CPT0002350011
Tumor
-0.3
CPT0020130001
Normal
-0.3
CPT0089460004
Tumor
-0.3
CPT0079300001
Normal
-0.3
CPT0078930003
Tumor
-0.3
CPT0089020003
Tumor
-0.3
CPT0071150004
Tumor
-0.3
CPT0077110003
Tumor
-0.3
CPT0025610001
Normal
-0.3
CPT0075720003
Tumor
-0.3
CPT0001350001
Normal
-0.3
CPT0006950001
Normal
-0.3
CPT0025170003
Tumor
-0.3
CPT0065810003
Tumor
-0.3
CPT0023710001
Normal
-0.3
CPT0079230003
Tumor
-0.3
CPT0012080003
Tumor
-0.4
CPT0023360001
Normal
-0.4
CPT0025920001
Normal
-0.4
CPT0065450001
Normal
-0.4
CPT0006900003
Tumor
-0.4
CPT0001540009
Tumor
-0.4
CPT0015810003
Tumor
-0.4
CPT0001230001
Normal
-0.4
CPT0079480003
Tumor
-0.4
CPT0009000003
Tumor
-0.4
CPT0088640003
Normal
-0.4
CPT0025580004
Tumor
-0.4
CPT0069000003
Tumor
-0.4
CPT0026410003
Tumor
-0.4
CPT0012370003
Tumor
-0.4
CPT0006440003
Tumor
-0.4
CPT0064400001
Normal
-0.5
CPT0065870003
Tumor
-0.5
CPT0014370004
Tumor
-0.5
CPT0025350003
Tumor
-0.5
CPT0081880003
Tumor
-0.5
CPT0085670003
Tumor
-0.5
CPT0000640003
Tumor
-0.5
CPT0006630003
Tumor
-0.5
CPT0076350001
Normal
-0.6
CPT0079270003
Tumor
-0.6
CPT0025880003
Tumor
-0.7
CPT0000870016
Tumor
-0.7
CPT0000780007
Tumor
-0.7
CPT0077490003
Tumor
-0.8
CPT0088900003
Tumor
-0.8
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
