We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ADAR 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
29.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
91.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
78.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
60.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
53.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
52.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
49.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
49.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
47.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
46.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
45.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
45.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
42.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
41.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
40.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
39.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
39.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
38.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
38.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
37.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
37.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
35.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
34.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
32.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
32.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
32.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
31.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
31.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
30.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
30.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
29.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
29.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
28.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
27.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
26.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
26.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
25.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
25.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
25.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
25.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
22.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
22.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
22.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
22.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
21.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
20.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
20.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
20.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
20.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
17.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
16.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
16.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
15.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
15.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
15.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
14.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
13.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
12.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
11.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
10.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
8.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
7.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
5.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
2.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ADAR is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
47.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
136.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
127.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
123.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
111.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
107.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
106.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
106.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
101.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
98.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
97.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
97.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
95.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
95.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
93.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
93.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
92.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
92.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
91.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
91.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
89.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
89.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
88.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
87.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
87.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
86.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
86.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
85.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
85.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
85.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
84.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
83.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
83.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
83.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
83.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
83.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
83.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
83.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
83.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
82.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
82.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
81.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
81.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
81.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
81.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
81.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
80.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
80.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
79.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
79.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
79.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
79.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
79.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
78.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
77.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
77.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
77.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
76.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
76.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
76.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
75.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
75.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
75.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
75.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
75.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
75.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
75.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
74.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
74.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
74.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
74.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
74.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
74.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
74.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
73.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
73.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
73.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
73.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
72.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
72.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
72.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
72.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
72.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
71.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
71.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
71.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
71.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
71.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
70.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
70.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
70.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
70.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
70.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
70.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
70.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
70.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
70.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
69.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
69.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
69.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
69.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
69.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
69.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
69.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
69.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
68.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
68.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
68.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
68.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
68.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
68.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
68.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
67.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
67.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
66.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
65.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
65.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
65.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
65.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
65.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
64.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
64.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
64.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
64.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
64.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
64.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
64.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
64.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
63.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
63.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
63.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
63.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
63.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
63.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
63.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
63.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
63.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
63.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
63.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
63.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
63.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
62.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
62.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
62.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
62.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
62.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
62.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
62.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
62.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
62.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
62.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
62.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
61.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
61.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
61.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
61.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
60.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
60.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
60.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
60.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
60.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
60.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
60.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
60.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
60.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
60.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
60.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
60.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
60.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
60.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
59.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
59.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
59.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
59.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
59.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
59.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
59.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
59.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
59.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
58.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
58.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
58.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
58.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
58.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
58.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
57.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
57.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
57.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
57.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
57.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
57.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
57.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
56.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
56.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
56.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
56.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
56.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
56.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
55.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
55.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
55.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
55.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
55.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
55.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
55.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
55.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
55.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
54.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
54.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
54.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
54.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
54.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
54.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
53.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
53.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
53.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
53.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
53.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
53.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
53.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
53.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
53.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
53.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
52.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
52.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
52.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
52.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
52.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
52.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
52.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
52.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
52.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
52.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
52.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
51.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
51.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
51.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
51.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
51.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
51.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
50.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
50.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
50.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
49.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
49.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
49.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
49.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
49.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
49.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
49.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
49.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
49.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
48.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
48.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
48.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
48.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
48.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
48.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
48.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
48.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
48.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
48.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
48.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
47.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
47.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
47.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
47.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
47.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
47.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
46.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
46.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
46.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
46.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
45.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
45.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
45.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
45.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
45.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
45.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
44.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
44.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
44.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
44.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
44.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
44.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
44.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
43.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
43.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
43.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
43.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
43.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
43.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
43.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
43.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
43.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
42.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
42.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
42.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
42.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
42.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
42.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
42.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
42.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
42.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
42.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
41.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
41.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
41.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
41.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
41.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
41.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
41.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
41.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
40.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
40.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
40.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
40.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
40.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
40.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
40.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
39.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
39.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
39.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
39.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
39.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
39.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
39.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
39.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
39.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
39.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
38.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
38.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
38.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
38.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
37.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
37.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
37.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
37.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
37.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
37.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
36.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
36.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
36.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
36.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
36.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
36.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
36.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
36.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
36.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
36.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
36.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
36.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
36.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
36.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
35.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
35.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
35.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
35.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
35.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
35.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
35.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
35.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
35.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
34.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
34.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
34.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
34.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
34.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
34.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
34.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
33.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
33.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
33.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
32.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
32.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
32.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
32.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
32.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
32.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
31.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
31.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
31.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
31.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
30.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
30.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
30.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
30.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
30.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
30.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
29.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
29.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
29.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
29.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
29.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
29.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
28.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
28.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
28.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
28.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
28.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
28.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
28.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
27.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
27.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
27.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
27.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
27.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
26.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
26.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
26.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
25.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
25.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
25.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
25.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
24.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
24.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
24.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
24.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
24.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
23.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
23.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
23.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
22.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
22.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
22.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
22.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
22.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
21.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
21.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
21.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
21.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
21.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
21.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
21.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
20.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
20.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
20.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
20.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
19.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
19.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
19.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
18.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
18.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
18.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
18.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
18.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
17.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
17.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
17.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
16.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
16.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
16.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
16.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
16.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
15.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
15.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
14.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
14.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
14.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
14.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
13.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
13.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
12.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
12.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
12.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
11.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
11.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
11.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
11.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
11.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
10.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
9.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
9.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
9.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
9.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
9.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
9.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
9.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
9.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
9.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
8.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
8.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
8.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
8.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
7.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
7.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
7.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
7.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
7.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
6.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
6.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
6.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
6.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
5.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
5.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
4.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
4.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
4.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
4.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
4.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
4.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
3.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
3.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
3.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
3.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
3.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
3.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
3.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
2.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
2.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
2.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
2.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ADAR 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
60.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
124.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
115.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
108.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
108.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
103.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
100.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
99.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
93.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
91.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
90.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
90.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
87.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
86.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
84.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
84.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
84.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
83.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
82.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
82.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
80.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
79.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
79.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
79.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
76.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
75.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
75.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
75.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
75.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
73.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
73.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
73.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
72.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
72.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
71.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
70.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
69.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
69.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
68.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
68.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
68.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
67.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
67.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
67.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
66.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
66.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
66.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
64.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
64.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
64.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
63.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
63.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
61.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
59.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
59.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
59.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
57.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
57.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
56.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
56.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
55.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
55.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
54.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
53.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
51.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
51.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
50.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
49.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
45.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
45.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
45.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
43.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
43.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
42.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
41.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
41.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
41.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
41.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
40.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
40.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
39.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
38.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
37.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
36.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
34.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
31.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
31.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
30.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
30.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
29.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
28.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
27.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
26.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
24.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
23.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
21.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
20.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
20.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
12.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
9.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 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.
ADAR 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
32.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
160.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
137.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
118.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
92.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
86.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
83.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
83.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
81.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
80.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
79.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
79.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
78.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
77.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
76.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
75.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
74.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
74.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
73.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
72.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
72.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
72.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
71.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
69.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
69.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
68.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
68.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
67.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
67.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
66.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
66.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
64.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
64.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
63.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
63.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
61.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
61.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
61.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
60.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
58.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
58.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
58.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
58.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
58.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
57.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
57.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
56.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
56.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
56.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
56.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
55.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
55.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
54.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
54.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
54.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
54.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
52.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
52.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
51.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
50.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
50.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
49.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
49.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
48.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
48.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
47.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
47.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
47.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
46.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
46.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
46.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
45.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
45.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
45.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
45.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
44.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
44.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
44.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
44.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
43.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
43.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
43.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
43.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
43.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
42.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
42.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
42.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
42.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
42.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
41.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
41.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
40.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
40.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
40.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
38.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
38.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
38.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
38.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
38.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
38.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
37.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
37.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
37.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
37.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
37.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
37.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
37.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
36.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
36.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
36.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
36.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
36.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
36.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
36.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
35.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
35.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
35.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
35.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
35.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
35.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
34.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
34.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
34.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
34.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
34.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
34.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
33.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
33.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
33.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
33.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
33.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
33.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
33.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
32.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
32.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
31.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
31.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
31.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
31.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
31.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
30.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
30.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
30.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
30.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
30.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
30.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
29.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
29.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
29.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
29.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
28.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
28.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
28.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
27.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
27.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
27.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
27.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
27.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
26.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
26.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
26.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
26.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
25.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
25.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
25.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
24.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
24.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
24.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
24.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
24.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
24.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
23.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
23.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
23.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
23.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
23.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
23.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
23.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
22.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
22.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
22.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
21.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
21.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
21.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
20.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
20.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
20.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
20.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
19.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
19.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
19.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
19.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
19.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
19.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
18.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
18.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
17.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
17.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
17.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
17.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
16.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
16.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
16.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
15.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
15.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
14.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
14.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
14.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
14.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
13.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
12.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
12.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
12.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
12.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
11.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
11.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
11.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
11.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
11.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
11.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
10.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
10.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
10.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
10.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
9.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
9.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
8.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
8.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
7.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
7.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
6.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
6.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
6.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
6.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
5.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
5.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
5.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
5.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
4.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
4.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
4.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
4.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
4.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
4.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
4.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
4.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
3.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
3.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
3.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
3.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
2.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
2.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
2.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
2.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
2.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
2.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
2.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
2.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
2.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
1.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
1.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
1.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
1.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
1.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
0.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
0.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
0.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
0.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001180009
Tumor
0.7
CPT0012180003
Tumor
0.7
CPT0086820003
Tumor
0.6
CPT0017410003
Tumor
0.6
CPT0088550004
Tumor
0.5
CPT0075130003
Tumor
0.5
CPT0086950003
Tumor
0.5
CPT0078990003
Tumor
0.4
CPT0010110003
Tumor
0.4
CPT0001540009
Tumor
0.4
CPT0002350011
Tumor
0.4
CPT0017850003
Tumor
0.4
CPT0065430003
Tumor
0.4
CPT0014370004
Tumor
0.4
CPT0001340003
Tumor
0.3
CPT0084560003
Tumor
0.3
CPT0088630003
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0075560003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0001260009
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0077110003
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0026410003
Tumor
0.3
CPT0023350003
Tumor
0.3
CPT0079380003
Tumor
0.3
CPT0015730003
Tumor
0.3
CPT0086870003
Tumor
0.3
CPT0086360003
Tumor
0.2
CPT0014450004
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0023690003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0092160003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0092730003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0071150004
Tumor
0.1
CPT0078930003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0012640003
Normal
0.1
CPT0063630003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0078800003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0079300001
Normal
0.1
CPT0025350003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0081880003
Tumor
0.1
CPT0088970003
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0069160003
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0012670003
Tumor
0.1
CPT0069000003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0012290003
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0089460004
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0025230003
Tumor
0.1
CPT0025580004
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0092740003
Normal
0.1
CPT0087040003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0086370003
Normal
0.0
CPT0017450001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0078510003
Tumor
0.0
CPT0001350001
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0081990003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0025050003
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0025290003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0010160003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0007870001
Normal
0.0
CPT0014130001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0021240003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0000780007
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0066520001
Normal
0.0
CPT0092310003
Normal
0.0
CPT0088640003
Normal
0.0
CPT0079000001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0086970003
Normal
-0.1
CPT0014470001
Normal
-0.1
CPT0012550003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0000640003
Tumor
-0.1
CPT0011240003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0065450001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0002270011
Tumor
-0.1
CPT0081620001
Normal
-0.1
CPT0025170003
Tumor
-0.1
CPT0010170001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0012900004
Tumor
-0.1
CPT0025920001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0066480003
Tumor
-0.1
CPT0088780001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0077490003
Tumor
-0.1
CPT0088500001
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0006630003
Tumor
-0.1
CPT0000790001
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0092290003
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0065750003
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0019990003
Tumor
-0.1
CPT0063330001
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0012920003
Normal
-0.1
CPT0009000003
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0024680001
Normal
-0.1
CPT0014160003
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0015810003
Tumor
-0.1
CPT0012770003
Normal
-0.1
CPT0063640001
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0009020003
Normal
-0.2
CPT0007860003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0078530001
Normal
-0.2
CPT0026420001
Normal
-0.2
CPT0078660003
Tumor
-0.2
CPT0076330003
Tumor
-0.3
CPT0001500009
Tumor
-0.3
CPT0065930003
Tumor
-0.3
CPT0011410003
Tumor
-0.3
CPT0079180003
Tumor
-0.5
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
