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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.
ADAP2 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
3.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
20.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
9.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
8.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
8.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
8.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
8.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
8.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
6.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
6.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
6.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
5.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
5.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
5.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
5.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
4.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
4.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
4.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
4.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
3.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
3.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
3.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
3.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
2.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
2.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
2.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
2.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
2.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
2.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
2.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
2.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
2.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
2.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
2.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
1.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
1.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
1.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
1.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
1.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 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.
ADAP2 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
12.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
49.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
39.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
36.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
36.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
34.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
34.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
33.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
32.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
29.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
28.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
27.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
27.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
25.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
25.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
25.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
25.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
24.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
24.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
24.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
24.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
24.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
24.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
24.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
24.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
23.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
23.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
23.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
23.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
23.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
23.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
22.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
22.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
21.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
21.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
21.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
21.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
21.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
21.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
21.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
21.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
21.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
21.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
21.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
21.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
20.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
20.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
20.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
20.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
20.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
20.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
20.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
20.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
20.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
20.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
20.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
20.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
20.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
20.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
20.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
19.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
19.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
19.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
19.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
19.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
19.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
19.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
19.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
19.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
19.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
19.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
19.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
19.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
19.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
19.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
19.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
19.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
18.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
18.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
18.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
18.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
18.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
18.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
18.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
18.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
18.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
18.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
18.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
18.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
18.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
18.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
18.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
18.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
18.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
17.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
17.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
17.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
17.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
17.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
17.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
17.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
17.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
17.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
17.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
17.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
17.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
17.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
17.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
17.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
17.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
17.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
17.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
17.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
17.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
17.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
17.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
17.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
16.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
16.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
16.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
16.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
16.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
16.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
16.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
16.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
16.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
16.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
16.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
16.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
16.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
16.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
16.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
16.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
16.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
16.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
16.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
16.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
16.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
16.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
16.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
16.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
15.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
15.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
15.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
15.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
15.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
15.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
15.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
15.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
15.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
15.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
15.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
15.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
15.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
15.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
15.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
15.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
15.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
15.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
15.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
15.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
15.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
15.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
15.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
15.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
15.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
15.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
15.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
15.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
15.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
15.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
15.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
14.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
14.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
14.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
14.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
14.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
14.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
14.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
14.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
14.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
14.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
14.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
14.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
14.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
14.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
14.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
14.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
14.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
14.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
14.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
14.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
14.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
13.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
13.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
13.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
13.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
13.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
13.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
13.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
13.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
13.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
13.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
13.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
13.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
13.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
13.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
13.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
13.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
13.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
13.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
13.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
13.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
13.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
13.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
13.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
13.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
13.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
13.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
13.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
13.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
13.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
13.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
13.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
12.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
12.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
12.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
12.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
12.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
12.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
12.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
12.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
12.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
12.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
12.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
12.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
12.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
12.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
12.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
12.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
12.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
12.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
12.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
12.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
12.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
12.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
12.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
12.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
12.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
12.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
12.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
11.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
11.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
11.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
11.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
11.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
11.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
11.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
11.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
11.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
11.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
11.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
11.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
11.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
11.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
11.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
11.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
11.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
11.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
11.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
11.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
11.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
11.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
11.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
11.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
11.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
11.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
11.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
11.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
11.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
11.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
11.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
11.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
11.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
11.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
11.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
11.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
11.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
11.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
10.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
10.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
10.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
10.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
10.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
10.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
10.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
10.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
10.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
10.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
10.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
10.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
10.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
10.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
10.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
10.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
10.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
10.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
10.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
10.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
10.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
10.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
10.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
10.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
10.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
10.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
10.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
10.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
10.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
10.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
10.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
9.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
9.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
9.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
9.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
9.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
9.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
9.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
9.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
9.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
9.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
9.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
9.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
9.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
9.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
9.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
9.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
9.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
9.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
9.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
9.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
9.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
9.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
9.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
9.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
9.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
9.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
9.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
9.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
9.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
9.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
9.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
9.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
9.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
9.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
9.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
9.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
8.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
8.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
8.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
8.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
8.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
8.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
8.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
8.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
8.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
8.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
8.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
8.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
8.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
8.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
8.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
8.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
8.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
8.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
8.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
8.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
8.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
8.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
8.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
8.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
8.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
8.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
8.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
8.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
8.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
8.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
8.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
8.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
8.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
7.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
7.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
7.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
7.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
7.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
7.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
7.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
7.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
7.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
7.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
7.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
7.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
7.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
7.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
7.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
7.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
7.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
7.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
7.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
7.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
7.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
7.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
7.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
7.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
7.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
7.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
7.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
7.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
7.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
7.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
7.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
7.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
7.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
7.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
7.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
7.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
7.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
7.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
6.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
6.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
6.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
6.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
6.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
6.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
6.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
6.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
6.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
6.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
6.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
6.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
6.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
6.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
6.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
6.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
6.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
6.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
6.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
6.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
6.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
6.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
6.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
6.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
6.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
6.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
6.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
6.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
6.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
6.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
6.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
5.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
5.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
5.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
5.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
5.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
5.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
5.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
5.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
5.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
5.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
5.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
5.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
5.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
5.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
5.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
5.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
5.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
5.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
5.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
5.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
5.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
5.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
4.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
4.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
4.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
4.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
4.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
4.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
4.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
4.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
4.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
4.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
3.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
3.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
3.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
3.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
3.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
3.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
3.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
3.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
3.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
3.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
3.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
2.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
2.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
2.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
2.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
2.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
2.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
1.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
1.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
1.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
1.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ADAP2 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
18.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
53.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
43.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
37.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
34.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
34.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
33.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
32.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
31.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
31.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
30.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
29.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
28.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
28.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
28.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
28.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
28.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
27.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
26.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
25.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
25.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
24.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
24.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
23.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
23.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
23.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
23.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
23.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
22.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
22.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
22.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
22.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
21.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
21.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
21.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
21.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
21.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
20.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
20.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
20.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
19.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
18.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
18.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
18.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
18.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
17.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
17.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
17.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
16.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
15.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
15.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
15.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
15.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
15.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
14.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
14.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
14.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
14.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
13.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
13.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
13.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
13.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
13.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
13.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
13.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
13.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
13.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
13.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
13.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
13.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
13.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
12.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
12.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
12.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
12.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
12.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
12.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
11.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
11.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
11.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
11.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
11.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
10.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
10.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
10.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
10.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
9.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
9.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
9.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
9.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
8.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
8.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
8.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
8.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
8.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
7.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
7.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
4.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
4.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ADAP2 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
9.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
67.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
53.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
51.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
49.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
40.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
38.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
35.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
33.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
29.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
26.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
25.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
24.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
23.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
22.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
22.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
21.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
21.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
20.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
20.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
19.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
18.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
18.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
18.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
17.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
17.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
17.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
17.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
17.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
16.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
16.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
16.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
16.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
16.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
16.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
16.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
16.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
16.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
16.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
15.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
15.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
15.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
15.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
14.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
14.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
14.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
14.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
14.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
14.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
13.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
13.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
13.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
13.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
13.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
13.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
12.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
12.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
12.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
12.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
12.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
12.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
12.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
12.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
12.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
12.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
12.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
12.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
11.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
11.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
11.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
11.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
11.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
10.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
10.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
10.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
10.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
10.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
10.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
10.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
10.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
10.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
10.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
10.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
10.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
10.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
10.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
9.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
9.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
9.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
9.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
9.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
9.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
9.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
9.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
9.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
9.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
8.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
8.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
8.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
8.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
8.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
8.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
8.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
8.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
8.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
8.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
8.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
8.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
8.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
8.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
8.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
8.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
8.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
8.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
8.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
8.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
7.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
7.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
7.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
7.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
7.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
7.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
7.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
7.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
7.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
7.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
7.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
7.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
7.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
7.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
7.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
7.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
7.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
7.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
7.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
7.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
7.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
7.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
7.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
7.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
7.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
7.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
7.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
7.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
6.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
6.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
6.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
6.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
6.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
6.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
6.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
6.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
6.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
6.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
6.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
6.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
6.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
6.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
6.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
6.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
6.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
6.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
6.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
6.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
6.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
6.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
6.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
6.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
6.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
6.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
6.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
6.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
6.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
6.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
6.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
5.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
5.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
5.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
5.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
5.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
5.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
5.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
5.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
5.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
5.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
5.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
5.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
5.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
5.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
5.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
5.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
5.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
5.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
5.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
5.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
5.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
5.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
5.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
5.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
5.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
5.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
5.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
4.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
4.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
4.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
4.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
4.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
4.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
4.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
4.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
4.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
4.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
4.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
4.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
4.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
4.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
4.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
4.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
4.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
4.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
4.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
4.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
4.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
4.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
4.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
4.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
4.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
4.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
4.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
4.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
4.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
4.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
4.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
4.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
4.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
4.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
4.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
4.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
3.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
3.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
3.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
3.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
3.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
3.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
3.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
3.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
3.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
3.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
3.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
3.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
3.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
3.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
2.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
2.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
2.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
2.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
2.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
2.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
2.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
2.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
2.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
2.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
1.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
1.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
1.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
1.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
1.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
1.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
1.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
0.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
0.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088550004
Tumor
1.7
CPT0078510003
Tumor
1.1
CPT0000640003
Tumor
1.0
CPT0066470004
Tumor
0.9
CPT0065690003
Tumor
0.9
CPT0092730003
Tumor
0.9
CPT0092160003
Tumor
0.8
CPT0075560003
Tumor
0.8
CPT0081880003
Tumor
0.8
CPT0012280003
Tumor
0.8
CPT0025290003
Tumor
0.7
CPT0076330003
Tumor
0.7
CPT0021240003
Tumor
0.7
CPT0092290003
Tumor
0.7
CPT0017410003
Tumor
0.7
CPT0019990003
Tumor
0.7
CPT0066480003
Tumor
0.7
CPT0065430003
Tumor
0.7
CPT0012900004
Tumor
0.7
CPT0065930003
Tumor
0.6
CPT0012180003
Tumor
0.6
CPT0023690003
Tumor
0.6
CPT0065810003
Tumor
0.5
CPT0064370003
Tumor
0.5
CPT0025050003
Tumor
0.5
CPT0088760003
Tumor
0.5
CPT0020120003
Tumor
0.5
CPT0012550003
Tumor
0.5
CPT0086360003
Tumor
0.4
CPT0092790003
Tumor
0.4
CPT0014160003
Tumor
0.4
CPT0025170003
Tumor
0.4
CPT0006900003
Tumor
0.4
CPT0079380003
Tumor
0.4
CPT0012670003
Tumor
0.4
CPT0081990003
Tumor
0.4
CPT0010110003
Tumor
0.4
CPT0088630003
Tumor
0.4
CPT0089460004
Tumor
0.3
CPT0086030003
Tumor
0.3
CPT0078990003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0007860003
Tumor
0.3
CPT0071150004
Tumor
0.3
CPT0088480003
Tumor
0.3
CPT0075130003
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0086950003
Tumor
0.3
CPT0006630003
Tumor
0.3
CPT0063630003
Tumor
0.3
CPT0001500009
Tumor
0.3
CPT0087040003
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0075170001
Normal
0.2
CPT0078830003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0007320003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0009060003
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0075720003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0092190003
Normal
0.1
CPT0024680001
Normal
0.1
CPT0084560003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0077320001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0025110003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0012770003
Normal
0.1
CPT0002350011
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0079410003
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0000780007
Tumor
0.0
CPT0002270011
Tumor
0.0
CPT0006440003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0013790003
Normal
0.0
CPT0017850003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0015730003
Tumor
0.0
CPT0014370004
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0025580004
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0086820003
Tumor
-0.1
CPT0001190001
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0079180003
Tumor
-0.1
CPT0092800003
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0088690003
Tumor
-0.1
CPT0025350003
Tumor
-0.1
CPT0077500001
Normal
-0.2
CPT0023350003
Tumor
-0.2
CPT0014450004
Tumor
-0.2
CPT0075570001
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0000890001
Normal
-0.2
CPT0024670003
Tumor
-0.2
CPT0088970003
Tumor
-0.2
CPT0088570001
Normal
-0.2
CPT0001270001
Normal
-0.2
CPT0014130001
Normal
-0.2
CPT0010120001
Normal
-0.2
CPT0001340003
Tumor
-0.2
CPT0063330001
Normal
-0.2
CPT0014470001
Normal
-0.2
CPT0006530001
Normal
-0.3
CPT0026410003
Tumor
-0.3
CPT0079230003
Tumor
-0.3
CPT0063640001
Normal
-0.3
CPT0092310003
Normal
-0.3
CPT0066430001
Normal
-0.3
CPT0078840001
Normal
-0.3
CPT0025610001
Normal
-0.3
CPT0000660001
Normal
-0.3
CPT0001350001
Normal
-0.3
CPT0089040001
Normal
-0.3
CPT0065450001
Normal
-0.3
CPT0007870001
Normal
-0.3
CPT0069000003
Tumor
-0.3
CPT0078660003
Tumor
-0.3
CPT0014350001
Normal
-0.3
CPT0000790001
Normal
-0.3
CPT0009000003
Tumor
-0.3
CPT0078530001
Normal
-0.3
CPT0025920001
Normal
-0.3
CPT0086970003
Normal
-0.4
CPT0087050003
Normal
-0.4
CPT0081620001
Normal
-0.4
CPT0088710001
Normal
-0.4
CPT0078940001
Normal
-0.4
CPT0078670001
Normal
-0.4
CPT0086890003
Normal
-0.4
CPT0088920001
Normal
-0.4
CPT0006950001
Normal
-0.4
CPT0011410003
Tumor
-0.4
CPT0023710001
Normal
-0.4
CPT0085670003
Tumor
-0.4
CPT0088500001
Normal
-0.4
CPT0078800003
Tumor
-0.4
CPT0006730001
Normal
-0.4
CPT0092740003
Normal
-0.4
CPT0089480003
Normal
-0.4
CPT0020130001
Normal
-0.4
CPT0007470001
Normal
-0.4
CPT0001550001
Normal
-0.5
CPT0010170001
Normal
-0.5
CPT0079430001
Normal
-0.5
CPT0012920003
Normal
-0.5
CPT0064400001
Normal
-0.5
CPT0020020001
Normal
-0.5
CPT0088780001
Normal
-0.5
CPT0025230003
Tumor
-0.5
CPT0017450001
Normal
-0.5
CPT0077140001
Normal
-0.5
CPT0086830003
Normal
-0.5
CPT0019160001
Normal
-0.5
CPT0079000001
Normal
-0.6
CPT0009020003
Normal
-0.6
CPT0002370001
Normal
-0.6
CPT0069010001
Normal
-0.6
CPT0088640003
Normal
-0.6
CPT0012640003
Normal
-0.6
CPT0009080003
Normal
-0.7
CPT0001230001
Normal
-0.8
CPT0079510001
Normal
-0.8
CPT0026420001
Normal
-0.8
CPT0079300001
Normal
-0.8
CPT0023360001
Normal
-0.9
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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
