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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.
PARP9 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
44.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
43.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
40.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
35.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
33.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
32.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
31.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
30.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
26.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
26.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
26.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
26.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
25.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
25.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
24.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
23.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
22.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
22.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
22.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
22.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
21.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
20.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
20.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
18.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
17.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
17.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
17.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
17.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
16.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
16.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
15.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
15.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
15.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
14.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
14.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
14.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
13.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
13.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
13.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
13.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
12.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
12.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
12.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
12.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
12.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
12.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
11.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
10.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
10.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
10.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
10.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
10.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
10.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
9.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
9.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
9.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
8.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
8.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
8.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
7.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
7.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
7.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
5.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 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.
PARP9 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
27.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
95.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
87.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
79.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
72.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
68.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
64.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
64.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
61.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
61.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
60.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
59.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
58.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
57.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
57.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
57.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
55.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
54.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
54.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
53.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
53.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
53.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
53.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
52.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
51.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
51.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
51.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
51.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
50.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
49.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
49.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
49.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
49.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
48.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
47.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
47.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
47.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
47.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
46.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
46.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
46.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
46.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
45.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
45.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
45.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
45.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
43.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
43.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
43.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
42.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
42.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
42.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
42.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
42.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
41.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
41.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
41.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
41.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
41.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
41.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
41.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
40.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
40.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
40.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
40.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
40.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
40.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
40.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
39.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
39.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
39.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
39.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
39.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
38.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
38.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
38.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
38.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
38.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
37.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
37.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
37.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
37.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
37.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
36.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
36.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
36.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
36.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
36.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
36.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
36.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
36.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
36.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
36.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
35.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
35.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
35.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
35.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
35.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
35.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
35.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
35.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
35.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
35.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
35.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
35.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
35.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
35.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
35.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
35.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
34.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
34.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
34.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
34.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
34.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
34.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
34.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
34.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
34.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
34.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
34.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
34.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
34.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
33.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
33.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
33.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
33.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
33.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
33.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
33.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
33.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
33.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
32.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
32.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
32.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
32.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
32.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
32.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
32.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
32.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
32.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
32.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
32.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
32.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
32.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
32.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
32.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
32.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
31.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
31.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
31.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
31.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
31.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
31.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
31.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
31.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
31.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
31.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
31.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
31.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
31.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
31.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
31.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
31.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
31.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
30.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
30.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
30.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
30.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
30.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
30.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
30.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
30.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
30.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
30.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
30.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
30.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
30.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
30.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
30.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
30.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
30.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
30.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
30.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
30.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
30.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
30.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
30.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
29.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
29.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
29.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
29.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
29.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
29.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
29.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
29.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
29.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
29.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
29.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
29.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
29.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
29.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
28.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
28.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
28.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
28.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
28.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
28.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
28.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
28.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
28.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
28.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
28.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
28.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
28.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
28.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
28.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
28.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
28.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
27.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
27.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
27.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
27.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
27.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
27.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
27.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
27.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
27.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
27.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
27.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
27.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
27.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
27.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
27.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
27.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
27.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
27.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
27.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
26.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
26.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
26.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
26.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
26.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
26.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
26.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
26.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
26.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
26.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
26.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
26.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
26.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
26.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
26.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
26.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
26.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
25.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
25.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
25.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
25.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
25.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
25.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
25.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
25.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
25.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
25.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
25.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
25.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
25.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
25.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
25.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
25.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
25.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
25.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
25.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
25.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
25.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
25.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
24.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
24.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
24.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
24.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
24.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
24.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
24.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
24.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
24.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
24.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
24.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
24.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
24.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
24.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
24.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
24.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
24.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
24.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
24.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
24.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
24.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
24.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
23.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
23.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
23.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
23.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
23.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
23.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
23.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
23.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
23.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
23.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
23.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
23.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
23.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
23.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
23.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
23.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
23.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
23.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
23.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
23.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
22.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
22.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
22.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
22.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
22.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
22.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
22.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
22.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
22.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
22.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
22.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
22.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
22.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
22.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
22.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
22.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
22.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
22.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
22.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
22.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
22.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
22.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
22.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
22.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
21.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
21.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
21.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
21.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
21.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
21.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
21.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
21.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
21.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
21.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
21.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
21.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
21.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
21.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
21.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
21.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
21.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
21.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
21.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
21.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
21.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
21.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
21.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
21.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
21.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
21.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
20.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
20.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
20.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
20.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
20.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
20.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
20.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
20.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
20.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
20.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
20.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
20.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
20.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
20.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
20.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
20.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
20.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
20.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
19.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
19.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
19.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
19.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
19.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
19.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
19.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
19.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
19.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
19.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
19.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
19.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
19.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
19.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
19.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
19.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
18.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
18.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
18.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
18.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
18.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
18.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
18.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
18.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
18.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
18.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
18.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
18.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
18.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
18.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
17.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
17.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
17.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
17.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
17.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
17.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
17.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
17.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
17.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
17.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
17.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
17.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
17.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
17.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
16.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
16.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
16.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
16.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
16.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
16.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
16.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
16.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
16.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
16.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
16.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
16.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
15.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
15.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
15.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
15.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
15.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
15.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
15.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
15.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
15.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
15.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
15.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
15.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
14.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
14.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
14.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
14.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
14.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
14.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
14.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
14.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
14.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
14.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
14.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
14.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
14.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
14.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
14.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
14.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
14.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
13.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
13.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
13.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
13.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
13.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
13.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
13.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
13.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
13.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
13.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
13.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
12.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
12.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
12.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
12.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
12.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
12.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
12.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
12.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
12.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
12.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
12.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
12.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
12.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
11.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
11.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
11.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
11.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
11.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
11.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
11.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
11.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
10.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
10.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
10.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
10.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
9.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
9.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
9.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
9.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
9.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
9.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
8.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
8.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
8.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
7.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
7.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
6.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
PARP9 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
36.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
90.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
80.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
72.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
71.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
66.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
63.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
63.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
62.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
62.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
60.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
60.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
58.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
54.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
53.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
53.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
52.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
52.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
52.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
51.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
50.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
50.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
50.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
48.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
48.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
46.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
46.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
45.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
43.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
42.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
41.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
39.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
39.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
39.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
39.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
38.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
38.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
37.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
37.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
36.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
36.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
36.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
36.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
36.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
35.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
34.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
34.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
34.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
33.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
33.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
32.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
32.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
32.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
31.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
31.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
31.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
31.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
31.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
31.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
31.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
31.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
31.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
30.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
30.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
30.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
30.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
30.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
29.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
28.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
27.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
27.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
27.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
27.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
26.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
25.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
25.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
25.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
24.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
23.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
23.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
23.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
22.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
22.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
21.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
20.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
19.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
19.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
19.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
19.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
19.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
16.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
16.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
15.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
15.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
15.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
14.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
14.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
12.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
9.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
9.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PARP9 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
19.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
59.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
55.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
54.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
51.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
50.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
40.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
39.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
39.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
38.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
38.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
38.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
37.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
37.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
37.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
36.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
35.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
34.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
34.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
33.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
33.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
32.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
32.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
32.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
32.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
31.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
31.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
31.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
30.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
30.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
30.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
30.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
29.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
29.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
29.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
29.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
29.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
29.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
28.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
28.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
28.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
28.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
28.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
28.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
28.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
27.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
27.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
27.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
27.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
27.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
27.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
26.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
26.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
26.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
26.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
26.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
26.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
26.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
26.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
26.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
25.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
25.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
25.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
25.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
25.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
25.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
25.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
25.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
24.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
24.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
24.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
24.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
24.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
24.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
24.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
24.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
23.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
23.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
23.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
23.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
23.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
23.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
22.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
22.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
22.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
22.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
22.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
22.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
22.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
22.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
22.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
22.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
22.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
21.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
21.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
21.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
21.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
21.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
21.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
21.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
21.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
21.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
21.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
21.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
21.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
21.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
21.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
20.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
20.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
20.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
20.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
20.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
20.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
20.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
20.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
20.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
20.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
20.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
20.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
20.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
20.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
20.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
19.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
19.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
19.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
19.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
19.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
19.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
19.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
19.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
19.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
19.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
19.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
19.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
19.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
18.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
18.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
18.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
18.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
18.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
18.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
18.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
18.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
18.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
18.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
18.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
18.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
17.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
17.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
17.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
17.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
17.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
17.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
17.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
17.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
17.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
17.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
17.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
17.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
17.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
17.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
17.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
17.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
17.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
16.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
16.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
16.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
16.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
16.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
16.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
16.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
16.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
16.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
16.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
16.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
16.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
16.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
16.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
15.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
15.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
15.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
15.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
15.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
15.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
15.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
15.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
15.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
15.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
15.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
15.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
14.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
14.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
14.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
14.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
14.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
14.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
14.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
14.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
14.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
14.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
13.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
13.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
13.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
13.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
13.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
13.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
13.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
13.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
13.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
13.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
13.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
12.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
12.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
12.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
12.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
12.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
12.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
12.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
12.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
12.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
12.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
12.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
12.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
12.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
12.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
11.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
11.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
11.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
11.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
11.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
11.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
11.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
11.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
11.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
11.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
11.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
11.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
11.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
11.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
10.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
10.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
10.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
10.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
10.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
10.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
10.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
9.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
9.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
9.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
9.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
9.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
9.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
8.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
8.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
8.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
8.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
8.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
8.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
8.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
8.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
7.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
7.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
7.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
7.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
7.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
7.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
7.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
7.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
7.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
7.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
7.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
7.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
6.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
6.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
6.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
6.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
6.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
5.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
5.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
2.4
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078660003
Tumor
1.3
CPT0023350003
Tumor
1.3
CPT0079180003
Tumor
1.1
CPT0012280003
Tumor
1.1
CPT0015730003
Tumor
1.0
CPT0012180003
Tumor
0.9
CPT0020120003
Tumor
0.9
CPT0001180009
Tumor
0.9
CPT0078990003
Tumor
0.9
CPT0088480003
Tumor
0.9
CPT0065430003
Tumor
0.8
CPT0086360003
Tumor
0.8
CPT0012670003
Tumor
0.8
CPT0010110003
Tumor
0.8
CPT0001340003
Tumor
0.7
CPT0001260009
Tumor
0.7
CPT0086820003
Tumor
0.7
CPT0002350011
Tumor
0.7
CPT0007320003
Tumor
0.7
CPT0075130003
Tumor
0.7
CPT0081880003
Tumor
0.7
CPT0017410003
Tumor
0.7
CPT0025880003
Tumor
0.6
CPT0084560003
Tumor
0.6
CPT0021240003
Tumor
0.6
CPT0092730003
Tumor
0.6
CPT0086030003
Tumor
0.6
CPT0017850003
Tumor
0.6
CPT0078510003
Tumor
0.6
CPT0088550004
Tumor
0.5
CPT0071150004
Tumor
0.5
CPT0026410003
Tumor
0.5
CPT0025290003
Tumor
0.5
CPT0065810003
Tumor
0.5
CPT0024670003
Tumor
0.5
CPT0065870003
Tumor
0.5
CPT0088690003
Tumor
0.5
CPT0006900003
Tumor
0.5
CPT0000870016
Tumor
0.4
CPT0087040003
Tumor
0.4
CPT0063630003
Tumor
0.4
CPT0014370004
Tumor
0.4
CPT0092190003
Normal
0.4
CPT0000640003
Tumor
0.4
CPT0066480003
Tumor
0.4
CPT0092160003
Tumor
0.4
CPT0079380003
Tumor
0.4
CPT0079270003
Tumor
0.4
CPT0075170001
Normal
0.4
CPT0012080003
Tumor
0.3
CPT0075560003
Tumor
0.3
CPT0081990003
Tumor
0.3
CPT0065750003
Tumor
0.3
CPT0025050003
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0001500009
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0079480003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0011410003
Tumor
0.3
CPT0089020003
Tumor
0.3
CPT0079410003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0078800003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0011240003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0023690003
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0025350003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0077320001
Normal
0.1
CPT0002270011
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0001540009
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0007860003
Tumor
0.1
CPT0015910003
Tumor
0.1
CPT0076330003
Tumor
0.1
CPT0077310003
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0009000003
Tumor
0.0
CPT0077110003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0066470004
Tumor
0.0
CPT0085670003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0086950003
Tumor
-0.1
CPT0065690003
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0014160003
Tumor
-0.1
CPT0012550003
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0076350001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0012900004
Tumor
-0.2
CPT0012290003
Normal
-0.2
CPT0009060003
Tumor
-0.2
CPT0010160003
Tumor
-0.2
CPT0078530001
Normal
-0.2
CPT0000780007
Tumor
-0.2
CPT0089040001
Normal
-0.2
CPT0014450004
Tumor
-0.2
CPT0025580004
Tumor
-0.2
CPT0012920003
Normal
-0.2
CPT0066520001
Normal
-0.2
CPT0077490003
Tumor
-0.2
CPT0079430001
Normal
-0.3
CPT0000890001
Normal
-0.3
CPT0006530001
Normal
-0.3
CPT0013790003
Normal
-0.3
CPT0012090003
Normal
-0.3
CPT0010120001
Normal
-0.3
CPT0014130001
Normal
-0.3
CPT0088970003
Tumor
-0.3
CPT0088570001
Normal
-0.3
CPT0025060001
Normal
-0.3
CPT0065820001
Normal
-0.3
CPT0092290003
Tumor
-0.3
CPT0006440003
Tumor
-0.3
CPT0078670001
Normal
-0.3
CPT0069000003
Tumor
-0.4
CPT0092790003
Tumor
-0.4
CPT0088710001
Normal
-0.4
CPT0079510001
Normal
-0.4
CPT0089460004
Tumor
-0.4
CPT0079300001
Normal
-0.4
CPT0014470001
Normal
-0.4
CPT0012640003
Normal
-0.4
CPT0000660001
Normal
-0.4
CPT0063330001
Normal
-0.4
CPT0082010001
Normal
-0.4
CPT0086970003
Normal
-0.4
CPT0088900003
Tumor
-0.5
CPT0086830003
Normal
-0.5
CPT0014350001
Normal
-0.5
CPT0001550001
Normal
-0.5
CPT0009020003
Normal
-0.5
CPT0019160001
Normal
-0.5
CPT0002370001
Normal
-0.5
CPT0092740003
Normal
-0.6
CPT0078830003
Tumor
-0.6
CPT0087050003
Normal
-0.6
CPT0023360001
Normal
-0.6
CPT0020020001
Normal
-0.6
CPT0081620001
Normal
-0.6
CPT0092310003
Normal
-0.6
CPT0006950001
Normal
-0.6
CPT0065450001
Normal
-0.6
CPT0007470001
Normal
-0.6
CPT0066430001
Normal
-0.6
CPT0086370003
Normal
-0.6
CPT0012570003
Normal
-0.6
CPT0026420001
Normal
-0.6
CPT0009080003
Normal
-0.6
CPT0024680001
Normal
-0.6
CPT0088500001
Normal
-0.6
CPT0001510001
Normal
-0.7
CPT0088920001
Normal
-0.7
CPT0089480003
Normal
-0.7
CPT0088780001
Normal
-0.7
CPT0092800003
Normal
-0.7
CPT0020130001
Normal
-0.7
CPT0086890003
Normal
-0.7
CPT0088640003
Normal
-0.7
CPT0079000001
Normal
-0.7
CPT0064400001
Normal
-0.7
CPT0007870001
Normal
-0.7
CPT0077500001
Normal
-0.7
CPT0001230001
Normal
-0.7
CPT0023710001
Normal
-0.8
CPT0078840001
Normal
-0.8
CPT0000790001
Normal
-0.8
CPT0077140001
Normal
-0.8
CPT0006730001
Normal
-0.8
CPT0069010001
Normal
-0.8
CPT0025610001
Normal
-0.8
CPT0010170001
Normal
-0.8
CPT0078940001
Normal
-0.8
CPT0012770003
Normal
-1.0
CPT0025920001
Normal
-1.0
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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.
The Human Protein Atlas project is funded
