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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DPCD is potential prognostic, high expression is unfavorable 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
12.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
50.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
38.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
35.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
31.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
26.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
21.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
20.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
20.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
19.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
19.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
18.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
17.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
17.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
16.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
16.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
16.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
15.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
15.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
15.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
14.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
13.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
13.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
13.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
12.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
12.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
12.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
11.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
11.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
11.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
11.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
10.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
10.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
10.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
10.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
9.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
9.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
8.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
8.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
8.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
8.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
7.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
7.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
7.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
7.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
7.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
7.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
7.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
7.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
7.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
6.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
6.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
5.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
5.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
5.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
5.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
5.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
5.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
4.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DPCD is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
53.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
150.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
146.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
136.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
136.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
132.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
119.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
118.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
114.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
113.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
113.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
113.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
110.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
106.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
106.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
104.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
104.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
103.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
103.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
101.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
100.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
99.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
99.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
98.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
98.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
98.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
98.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
98.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
96.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
96.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
95.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
94.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
93.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
92.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
92.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
91.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
91.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
91.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
90.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
90.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
89.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
89.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
89.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
88.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
87.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
86.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
86.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
86.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
85.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
85.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
85.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
85.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
85.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
85.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
83.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
83.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
83.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
83.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
82.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
82.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
82.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
82.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
82.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
80.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
80.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
80.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
79.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
79.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
79.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
79.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
78.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
78.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
78.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
78.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
77.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
77.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
77.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
77.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
76.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
76.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
76.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
76.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
76.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
76.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
76.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
76.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
76.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
75.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
75.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
74.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
74.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
74.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
74.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
74.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
74.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
74.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
73.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
73.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
73.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
73.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
73.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
73.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
72.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
72.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
72.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
72.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
71.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
71.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
71.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
71.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
71.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
71.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
71.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
70.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
70.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
70.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
69.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
69.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
69.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
68.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
68.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
68.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
68.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
67.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
67.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
67.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
67.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
66.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
66.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
66.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
66.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
66.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
65.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
65.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
65.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
65.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
65.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
65.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
65.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
65.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
65.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
64.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
64.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
64.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
64.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
64.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
64.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
64.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
64.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
64.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
64.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
63.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
63.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
63.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
63.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
63.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
63.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
63.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
63.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
63.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
62.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
62.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
62.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
62.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
61.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
61.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
61.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
61.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
61.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
60.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
60.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
60.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
60.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
60.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
60.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
60.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
59.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
59.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
59.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
59.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
59.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
59.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
59.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
59.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
59.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
59.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
58.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
58.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
58.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
58.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
58.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
58.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
58.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
58.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
58.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
58.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
58.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
57.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
57.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
57.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
57.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
57.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
57.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
57.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
57.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
57.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
57.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
57.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
57.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
57.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
57.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
57.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
57.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
57.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
56.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
56.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
56.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
56.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
56.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
56.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
56.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
56.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
55.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
55.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
55.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
55.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
55.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
55.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
55.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
55.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
55.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
55.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
55.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
55.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
55.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
55.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
55.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
54.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
54.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
54.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
54.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
53.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
53.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
53.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
53.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
53.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
52.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
52.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
52.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
52.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
52.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
52.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
51.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
51.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
51.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
51.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
51.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
51.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
51.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
51.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
51.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
51.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
51.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
51.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
51.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
51.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
51.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
51.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
51.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
51.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
50.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
50.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
50.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
50.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
50.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
50.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
50.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
50.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
50.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
50.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
50.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
50.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
50.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
50.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
49.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
49.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
49.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
49.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
49.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
49.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
49.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
49.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
49.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
48.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
48.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
48.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
48.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
48.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
48.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
48.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
48.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
48.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
47.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
47.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
47.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
47.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
47.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
46.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
46.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
46.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
46.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
46.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
46.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
46.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
46.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
45.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
45.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
45.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
45.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
45.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
44.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
44.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
44.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
44.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
44.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
44.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
44.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
44.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
43.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
43.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
43.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
43.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
43.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
43.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
43.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
43.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
43.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
43.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
43.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
43.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
42.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
42.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
42.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
42.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
42.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
42.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
42.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
41.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
41.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
41.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
41.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
41.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
41.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
41.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
41.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
40.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
40.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
40.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
40.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
40.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
40.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
40.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
40.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
39.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
39.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
39.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
39.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
39.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
39.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
39.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
39.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
39.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
39.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
38.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
38.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
38.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
38.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
38.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
38.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
38.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
38.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
37.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
37.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
37.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
37.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
37.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
37.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
37.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
37.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
37.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
37.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
36.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
36.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
36.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
36.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
36.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
36.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
36.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
36.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
36.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
35.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
35.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
35.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
35.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
35.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
34.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
34.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
34.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
34.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
34.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
34.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
34.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
34.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
34.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
34.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
34.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
33.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
33.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
33.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
33.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
33.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
33.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
33.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
32.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
32.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
32.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
32.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
31.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
31.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
31.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
31.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
31.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
31.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
31.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
30.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
30.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
30.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
30.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
30.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
30.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
29.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
29.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
29.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
29.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
29.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
29.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
29.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
28.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
28.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
28.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
28.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
28.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
27.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
27.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
27.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
27.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
27.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
27.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
26.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
26.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
26.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
25.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
25.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
25.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
25.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
25.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
24.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
24.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
24.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
24.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
24.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
23.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
23.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
23.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
23.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
22.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
22.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
22.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
21.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
21.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
21.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
20.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
20.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
20.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
20.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
20.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
20.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
19.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
19.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
19.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
19.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
18.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
18.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
18.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
17.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
17.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
17.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
16.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
16.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
16.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
15.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
15.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
14.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
14.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
13.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
12.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
12.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
12.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
12.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
11.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
11.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
11.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
9.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
9.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
8.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
8.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
7.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
7.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
6.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
6.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
5.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 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.
DPCD 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
57.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
142.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
124.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
112.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
103.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
103.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
97.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
94.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
92.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
91.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
91.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
89.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
89.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
86.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
84.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
84.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
81.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
81.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
79.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
78.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
75.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
74.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
73.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
73.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
70.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
69.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
67.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
66.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
64.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
62.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
61.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
61.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
61.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
59.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
59.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
59.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
58.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
58.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
58.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
57.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
57.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
56.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
56.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
56.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
55.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
55.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
54.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
54.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
54.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
53.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
51.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
51.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
51.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
50.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
50.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
50.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
50.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
50.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
50.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
49.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
49.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
49.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
49.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
49.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
48.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
48.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
48.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
47.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
47.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
46.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
46.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
44.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
43.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
42.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
42.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
42.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
41.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
40.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
40.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
40.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
40.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
39.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
39.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
38.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
38.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
37.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
36.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
36.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
34.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
33.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
32.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
32.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
32.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
30.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
30.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
28.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
25.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
24.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
19.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 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.
DPCD 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
62.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
164.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
164.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
142.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
134.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
129.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
127.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
126.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
122.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
122.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
115.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
112.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
112.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
111.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
111.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
110.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
108.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
108.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
108.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
107.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
104.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
104.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
103.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
99.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
98.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
98.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
97.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
96.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
96.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
96.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
94.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
94.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
93.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
93.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
93.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
93.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
93.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
92.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
91.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
91.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
91.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
91.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
89.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
88.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
88.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
88.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
88.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
88.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
87.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
87.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
87.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
86.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
86.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
86.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
86.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
85.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
85.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
84.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
84.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
84.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
84.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
83.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
83.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
81.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
81.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
81.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
80.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
79.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
79.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
79.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
79.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
78.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
78.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
78.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
78.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
78.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
77.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
77.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
77.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
77.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
76.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
76.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
76.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
75.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
75.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
75.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
75.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
75.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
74.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
73.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
73.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
73.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
73.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
73.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
73.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
72.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
72.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
72.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
72.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
71.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
71.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
71.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
70.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
70.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
70.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
70.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
69.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
69.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
69.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
69.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
69.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
68.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
68.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
68.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
68.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
66.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
66.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
66.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
66.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
66.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
66.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
66.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
65.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
65.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
65.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
65.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
65.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
65.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
64.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
64.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
64.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
64.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
63.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
63.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
63.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
63.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
63.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
63.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
62.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
62.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
62.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
62.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
62.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
61.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
61.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
61.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
61.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
60.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
60.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
60.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
60.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
60.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
60.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
60.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
60.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
59.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
59.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
59.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
59.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
59.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
59.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
58.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
58.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
58.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
58.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
57.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
57.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
57.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
57.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
56.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
56.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
56.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
55.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
54.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
54.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
54.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
54.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
53.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
53.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
52.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
52.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
51.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
51.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
51.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
50.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
50.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
50.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
50.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
50.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
49.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
49.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
48.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
47.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
47.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
47.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
47.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
46.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
46.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
46.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
46.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
45.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
45.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
45.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
45.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
44.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
44.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
43.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
43.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
43.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
43.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
43.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
43.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
42.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
41.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
41.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
41.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
41.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
41.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
41.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
40.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
40.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
40.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
40.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
39.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
39.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
39.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
38.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
38.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
38.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
38.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
38.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
37.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
37.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
37.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
37.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
37.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
36.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
36.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
35.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
35.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
35.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
35.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
35.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
34.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
34.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
33.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
33.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
32.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
32.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
31.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
31.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
31.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
31.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
29.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
29.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
28.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
28.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
26.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
26.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
26.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
26.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
26.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
26.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
25.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
25.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
25.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
24.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
23.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
20.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
20.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
19.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
18.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
17.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
16.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
14.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
11.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
11.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
6.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
5.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
2.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0011410003
Tumor
1.6
CPT0009060003
Tumor
1.2
CPT0025880003
Tumor
1.1
CPT0006440003
Tumor
1.0
CPT0023350003
Tumor
1.0
CPT0076330003
Tumor
1.0
CPT0088480003
Tumor
1.0
CPT0009000003
Tumor
0.9
CPT0086360003
Tumor
0.9
CPT0086820003
Tumor
0.9
CPT0024670003
Tumor
0.9
CPT0021240003
Tumor
0.8
CPT0014160003
Tumor
0.8
CPT0001500009
Tumor
0.8
CPT0081600003
Tumor
0.8
CPT0089460004
Tumor
0.8
CPT0012280003
Tumor
0.8
CPT0001540009
Tumor
0.8
CPT0020120003
Tumor
0.8
CPT0079230003
Tumor
0.8
CPT0065930003
Tumor
0.7
CPT0001220008
Tumor
0.7
CPT0085670003
Tumor
0.7
CPT0084560003
Tumor
0.6
CPT0088760003
Tumor
0.6
CPT0012370003
Tumor
0.6
CPT0001260009
Tumor
0.6
CPT0025230003
Tumor
0.6
CPT0019990003
Tumor
0.5
CPT0065810003
Tumor
0.5
CPT0071150004
Tumor
0.5
CPT0007320003
Tumor
0.5
CPT0012670003
Tumor
0.5
CPT0065750003
Tumor
0.5
CPT0026410003
Tumor
0.5
CPT0017410003
Tumor
0.5
CPT0078990003
Tumor
0.5
CPT0015730003
Tumor
0.5
CPT0079410003
Tumor
0.5
CPT0025580004
Tumor
0.4
CPT0015810003
Tumor
0.4
CPT0078800003
Tumor
0.4
CPT0001340003
Tumor
0.4
CPT0077310003
Tumor
0.4
CPT0079270003
Tumor
0.4
CPT0065430003
Tumor
0.4
CPT0077110003
Tumor
0.4
CPT0025110003
Tumor
0.4
CPT0014370004
Tumor
0.4
CPT0001180009
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0010110003
Tumor
0.3
CPT0000640003
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0087040003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0081880003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0025290003
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0063630003
Tumor
0.0
CPT0011240003
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0088630003
Tumor
0.0
CPT0086030003
Tumor
0.0
CPT0002350011
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0078510003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0012900004
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0012550003
Tumor
0.0
CPT0092160003
Tumor
-0.1
CPT0012640003
Normal
-0.1
CPT0079380003
Tumor
-0.1
CPT0012570003
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0024680001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0012180003
Tumor
-0.2
CPT0069190001
Normal
-0.2
CPT0009020003
Normal
-0.2
CPT0063640001
Normal
-0.2
CPT0012920003
Normal
-0.2
CPT0077320001
Normal
-0.2
CPT0081990003
Tumor
-0.2
CPT0025920001
Normal
-0.2
CPT0092190003
Normal
-0.2
CPT0088970003
Tumor
-0.2
CPT0006730001
Normal
-0.2
CPT0001230001
Normal
-0.3
CPT0079430001
Normal
-0.3
CPT0018250001
Normal
-0.3
CPT0017850003
Tumor
-0.3
CPT0081620001
Normal
-0.3
CPT0092800003
Normal
-0.3
CPT0009080003
Normal
-0.3
CPT0065820001
Normal
-0.3
CPT0079510001
Normal
-0.3
CPT0082010001
Normal
-0.3
CPT0023710001
Normal
-0.3
CPT0020130001
Normal
-0.3
CPT0088500001
Normal
-0.3
CPT0002370001
Normal
-0.3
CPT0001510001
Normal
-0.3
CPT0001190001
Normal
-0.3
CPT0079300001
Normal
-0.3
CPT0020020001
Normal
-0.3
CPT0088640003
Normal
-0.3
CPT0092790003
Tumor
-0.3
CPT0066480003
Tumor
-0.3
CPT0017450001
Normal
-0.3
CPT0076350001
Normal
-0.3
CPT0012770003
Normal
-0.3
CPT0014130001
Normal
-0.3
CPT0065450001
Normal
-0.3
CPT0025610001
Normal
-0.3
CPT0069010001
Normal
-0.3
CPT0075560003
Tumor
-0.4
CPT0001550001
Normal
-0.4
CPT0007470001
Normal
-0.4
CPT0086830003
Normal
-0.4
CPT0088920001
Normal
-0.4
CPT0077500001
Normal
-0.4
CPT0075130003
Tumor
-0.4
CPT0078940001
Normal
-0.4
CPT0078840001
Normal
-0.4
CPT0065690003
Tumor
-0.4
CPT0088780001
Normal
-0.4
CPT0000660001
Normal
-0.4
CPT0087050003
Normal
-0.4
CPT0001270001
Normal
-0.4
CPT0064370003
Tumor
-0.4
CPT0013790003
Normal
-0.4
CPT0088710001
Normal
-0.4
CPT0086890003
Normal
-0.4
CPT0026420001
Normal
-0.4
CPT0078530001
Normal
-0.4
CPT0006950001
Normal
-0.4
CPT0019130003
Tumor
-0.4
CPT0014470001
Normal
-0.4
CPT0086950003
Tumor
-0.4
CPT0000790001
Normal
-0.4
CPT0063330001
Normal
-0.4
CPT0025060001
Normal
-0.5
CPT0023360001
Normal
-0.5
CPT0010170001
Normal
-0.5
CPT0088570001
Normal
-0.5
CPT0079000001
Normal
-0.5
CPT0064400001
Normal
-0.5
CPT0086370003
Normal
-0.5
CPT0019160001
Normal
-0.5
CPT0007870001
Normal
-0.5
CPT0089480003
Normal
-0.5
CPT0086970003
Normal
-0.5
CPT0078670001
Normal
-0.5
CPT0012290003
Normal
-0.5
CPT0012090003
Normal
-0.5
CPT0089040001
Normal
-0.5
CPT0075570001
Normal
-0.5
CPT0014350001
Normal
-0.5
CPT0066520001
Normal
-0.5
CPT0075170001
Normal
-0.5
CPT0015910003
Tumor
-0.6
CPT0092310003
Normal
-0.6
CPT0023690003
Tumor
-0.6
CPT0001350001
Normal
-0.6
CPT0066430001
Normal
-0.6
CPT0000890001
Normal
-0.6
CPT0077140001
Normal
-0.6
CPT0002270011
Tumor
-0.7
CPT0092740003
Normal
-0.7
CPT0069000003
Tumor
-0.7
CPT0078830003
Tumor
-0.7
CPT0079180003
Tumor
-0.8
CPT0088900003
Tumor
-0.9
CPT0078660003
Tumor
-0.9
CPT0088550004
Tumor
-1.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
