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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NOL12 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
18.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
53.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
47.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
42.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
37.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
35.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
34.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
32.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
32.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
29.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
29.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
28.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
28.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
28.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
26.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
25.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
22.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
21.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
21.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
21.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
21.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
20.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
20.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
20.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
20.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
19.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
18.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
18.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
18.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
18.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
17.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
17.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
16.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
16.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
16.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
16.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
16.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
16.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
15.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
15.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
15.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
15.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
14.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
14.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
14.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
13.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
12.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
12.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
12.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
12.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
11.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
10.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
10.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
9.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
9.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
9.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
9.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
7.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
7.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
5.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
4.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
4.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
1.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
1.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 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.
NOL12 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
33.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
25.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
25.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
23.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
23.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
23.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
21.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
20.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
20.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
20.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
19.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
19.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
19.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
19.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
19.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
19.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
19.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
19.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
19.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
18.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
18.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
18.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
18.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
18.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
18.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
18.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
18.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
18.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
18.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
18.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
18.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
17.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
17.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
17.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
17.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
17.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
17.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
17.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
17.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
17.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
17.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
17.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
17.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
17.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
17.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
17.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
17.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
17.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
17.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
16.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
16.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
16.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
16.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
16.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
16.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
16.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
16.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
16.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
16.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
16.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
16.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
16.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
16.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
16.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
16.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
16.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
16.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
16.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
16.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
16.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
16.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
16.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
16.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
16.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
15.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
15.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
15.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
15.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
15.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
15.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
15.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
15.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
15.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
15.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
15.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
15.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
15.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
15.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
15.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
15.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
15.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
15.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
15.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
15.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
15.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
15.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
15.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
15.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
15.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
15.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
15.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
15.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
14.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
14.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
14.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
14.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
14.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
14.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
14.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
14.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
14.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
14.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
14.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
14.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
14.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
14.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
14.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
14.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
14.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
14.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
14.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
14.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
14.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
14.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
14.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
14.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
14.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
14.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
14.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
14.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
14.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
14.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
14.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
14.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
14.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
14.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
14.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
14.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
14.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
14.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
14.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
14.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
14.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
13.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
13.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
13.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
13.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
13.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
13.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
13.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
13.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
13.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
13.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
13.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
13.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
13.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
13.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
13.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
13.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
13.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
13.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
13.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
13.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
13.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
13.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
13.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
13.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
13.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
13.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
13.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
13.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
13.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
13.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
13.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
13.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
13.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
13.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
13.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
13.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
13.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
13.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
13.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
13.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
13.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
13.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
13.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
13.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
13.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
13.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
13.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
13.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
13.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
13.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
13.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
13.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
13.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
13.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
13.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
13.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
13.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
13.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
13.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
13.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
13.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
13.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
12.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
12.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
12.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
12.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
12.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
12.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
12.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
12.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
12.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
12.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
12.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
12.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
12.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
12.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
12.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
12.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
12.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
12.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
12.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
12.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
12.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
12.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
12.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
12.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
12.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
12.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
12.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
12.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
12.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
12.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
12.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
12.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
12.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
12.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
12.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
12.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
12.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
12.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
12.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
12.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
12.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
12.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
12.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
12.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
12.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
12.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
12.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
12.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
12.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
12.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
12.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
12.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
12.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
12.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
11.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
11.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
11.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
11.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
11.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
11.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
11.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
11.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
11.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
11.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
11.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
11.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
11.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
11.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
11.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
11.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
11.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
11.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
11.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
11.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
11.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
11.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
11.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
11.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
11.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
11.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
11.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
11.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
11.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
11.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
11.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
11.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
11.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
11.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
11.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
11.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
11.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
11.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
11.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
11.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
11.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
11.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
11.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
11.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
11.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
11.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
11.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
11.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
11.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
11.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
11.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
11.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
11.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
11.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
11.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
11.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
11.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
11.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
11.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
11.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
11.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
11.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
11.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
11.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
11.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
11.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
11.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
11.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
11.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
11.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
11.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
11.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
11.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
11.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
11.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
10.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
10.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
10.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
10.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
10.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
10.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
10.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
10.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
10.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
10.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
10.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
10.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
10.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
10.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
10.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
10.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
10.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
10.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
10.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
10.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
10.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
10.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
10.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
10.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
10.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
10.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
10.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
10.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
10.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
10.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
10.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
10.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
10.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
10.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
10.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
10.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
10.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
10.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
10.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
10.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
10.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
10.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
10.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
10.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
10.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
10.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
10.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
10.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
10.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
10.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
10.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
10.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
10.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
10.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
10.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
10.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
10.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
10.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
10.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
10.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
10.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
10.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
10.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
10.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
10.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
10.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
9.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
9.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
9.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
9.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
9.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
9.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
9.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
9.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
9.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
9.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
9.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
9.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
9.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
9.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
9.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
9.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
9.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
9.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
9.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
9.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
9.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
9.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
9.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
9.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
9.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
9.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
9.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
9.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
9.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
9.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
9.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
9.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
9.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
9.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
9.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
9.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
9.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
9.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
9.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
9.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
9.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
9.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
9.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
8.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
8.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
8.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
8.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
8.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
8.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
8.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
8.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
8.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
8.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
8.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
8.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
8.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
8.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
8.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
8.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
8.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
8.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
8.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
8.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
8.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
8.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
8.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
8.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
8.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
8.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
8.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
8.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
8.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
8.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
8.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
7.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
7.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
7.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
7.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
7.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
7.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
7.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
7.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
7.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
7.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
7.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
7.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
7.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
7.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
7.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
7.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
7.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
7.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
7.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
7.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
6.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
6.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
6.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
6.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
6.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
6.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
6.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
6.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
6.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
6.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
6.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
6.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
5.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
5.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
5.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
5.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
5.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
5.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
5.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
4.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
4.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
0.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
NOL12 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
12.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
22.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
20.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
18.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
18.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
18.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
18.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
17.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
17.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
17.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
16.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
16.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
16.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
16.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
16.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
16.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
16.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
15.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
15.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
15.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
15.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
15.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
15.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
15.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
15.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
14.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
14.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
14.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
14.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
14.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
14.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
14.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
14.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
14.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
13.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
13.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
13.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
13.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
13.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
13.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
13.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
13.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
13.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
13.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
13.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
12.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
12.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
12.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
12.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
12.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
12.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
12.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
12.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
11.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
11.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
11.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
11.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
11.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
11.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
11.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
11.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
11.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
11.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
11.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
11.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
10.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
10.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
10.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
10.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
10.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
10.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
10.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
10.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
10.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
10.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
10.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
10.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
10.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
10.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
9.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
9.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
9.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
9.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
9.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
9.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
9.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
9.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
9.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
8.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
8.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
8.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
7.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
7.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
7.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
7.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
6.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
6.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
6.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
5.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
4.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NOL12 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
14.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
59.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
57.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
48.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
41.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
41.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
39.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
37.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
36.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
36.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
35.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
34.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
33.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
30.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
30.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
30.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
29.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
28.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
28.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
27.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
26.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
26.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
26.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
25.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
24.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
23.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
23.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
22.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
22.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
22.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
22.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
21.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
21.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
21.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
21.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
21.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
21.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
20.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
20.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
20.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
20.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
20.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
20.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
20.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
20.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
20.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
20.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
20.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
20.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
20.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
19.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
19.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
19.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
19.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
19.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
19.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
19.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
18.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
18.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
18.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
18.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
18.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
18.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
18.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
18.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
18.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
18.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
18.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
18.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
18.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
18.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
18.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
18.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
18.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
18.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
18.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
17.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
17.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
17.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
17.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
17.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
17.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
17.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
17.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
17.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
17.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
17.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
17.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
17.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
17.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
17.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
17.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
17.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
16.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
16.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
16.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
16.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
16.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
16.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
16.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
16.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
16.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
16.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
16.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
16.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
15.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
15.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
15.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
15.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
15.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
15.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
15.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
15.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
15.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
15.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
15.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
15.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
15.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
15.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
15.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
14.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
14.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
14.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
14.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
14.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
14.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
14.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
14.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
14.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
14.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
14.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
14.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
14.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
14.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
14.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
14.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
14.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
14.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
14.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
14.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
13.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
13.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
13.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
13.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
13.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
13.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
13.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
13.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
13.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
13.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
13.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
13.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
13.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
13.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
13.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
13.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
12.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
12.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
12.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
12.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
12.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
12.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
12.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
12.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
12.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
12.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
11.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
11.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
11.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
11.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
11.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
11.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
11.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
11.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
11.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
11.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
11.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
11.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
11.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
11.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
11.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
11.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
10.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
10.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
10.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
10.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
10.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
10.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
10.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
10.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
10.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
10.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
10.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
10.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
10.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
10.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
9.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
9.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
9.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
9.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
9.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
9.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
9.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
9.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
9.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
9.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
9.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
8.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
8.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
8.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
8.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
8.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
8.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
8.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
8.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
8.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
8.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
8.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
8.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
7.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
7.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
7.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
7.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
7.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
7.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
7.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
7.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
7.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
7.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
7.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
6.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
6.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
6.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
6.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
6.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
6.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
6.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
6.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
6.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
6.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
5.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
5.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
5.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
5.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
5.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
5.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
4.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
4.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
4.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
4.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
4.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
4.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
4.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
4.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
4.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
4.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
4.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
4.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
4.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
3.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
3.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
3.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
3.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
2.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
2.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
2.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
2.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
1.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
1.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
1.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
1.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012550003
Tumor
1.4
CPT0078510003
Tumor
1.2
CPT0065430003
Tumor
1.0
CPT0079180003
Tumor
0.9
CPT0086950003
Tumor
0.8
CPT0069160003
Tumor
0.8
CPT0025880003
Tumor
0.7
CPT0001180009
Tumor
0.7
CPT0076330003
Tumor
0.7
CPT0001340003
Tumor
0.7
CPT0088970003
Tumor
0.7
CPT0078660003
Tumor
0.7
CPT0020120003
Tumor
0.7
CPT0024670003
Tumor
0.6
CPT0086030003
Tumor
0.6
CPT0006630003
Tumor
0.6
CPT0001260009
Tumor
0.6
CPT0001540009
Tumor
0.6
CPT0089020003
Tumor
0.6
CPT0063320003
Tumor
0.6
CPT0088550004
Tumor
0.6
CPT0025230003
Tumor
0.6
CPT0010160003
Tumor
0.6
CPT0065750003
Tumor
0.5
CPT0000780007
Tumor
0.5
CPT0014450004
Tumor
0.5
CPT0015730003
Tumor
0.5
CPT0086820003
Tumor
0.5
CPT0077110003
Tumor
0.5
CPT0084590001
Normal
0.5
CPT0012670003
Tumor
0.5
CPT0078530001
Normal
0.5
CPT0075560003
Tumor
0.5
CPT0069000003
Tumor
0.5
CPT0002350011
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0015910003
Tumor
0.4
CPT0086360003
Tumor
0.4
CPT0079380003
Tumor
0.4
CPT0069190001
Normal
0.4
CPT0007320003
Tumor
0.4
CPT0065810003
Tumor
0.4
CPT0092730003
Tumor
0.4
CPT0064370003
Tumor
0.4
CPT0092160003
Tumor
0.4
CPT0001500009
Tumor
0.4
CPT0020130001
Normal
0.3
CPT0075570001
Normal
0.3
CPT0006440003
Tumor
0.3
CPT0023690003
Tumor
0.3
CPT0066480003
Tumor
0.3
CPT0017850003
Tumor
0.3
CPT0078990003
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0014370004
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0063630003
Tumor
0.2
CPT0084560003
Tumor
0.2
CPT0063640001
Normal
0.2
CPT0092790003
Tumor
0.2
CPT0079510001
Normal
0.2
CPT0078800003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0066470004
Tumor
0.1
CPT0026420001
Normal
0.1
CPT0079230003
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0088780001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0076350001
Normal
0.1
CPT0077490003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0012770003
Normal
0.1
CPT0088760003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0088900003
Tumor
0.1
CPT0088710001
Normal
0.1
CPT0092740003
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0011240003
Tumor
0.0
CPT0025580004
Tumor
0.0
CPT0089460004
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0081990003
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0012080003
Tumor
0.0
CPT0019990003
Tumor
0.0
CPT0088480003
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0078840001
Normal
0.0
CPT0085670003
Tumor
0.0
CPT0012180003
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0069010001
Normal
-0.1
CPT0092190003
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0000660001
Normal
-0.1
CPT0012640003
Normal
-0.1
CPT0075170001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0010110003
Tumor
-0.1
CPT0001550001
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0088630003
Tumor
-0.1
CPT0012280003
Tumor
-0.1
CPT0077500001
Normal
-0.1
CPT0066520001
Normal
-0.2
CPT0023710001
Normal
-0.2
CPT0025610001
Normal
-0.2
CPT0020020001
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0082010001
Normal
-0.2
CPT0089040001
Normal
-0.2
CPT0086370003
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0079300001
Normal
-0.2
CPT0006950001
Normal
-0.2
CPT0000790001
Normal
-0.2
CPT0024680001
Normal
-0.3
CPT0010120001
Normal
-0.3
CPT0078930003
Tumor
-0.3
CPT0086890003
Normal
-0.3
CPT0006530001
Normal
-0.3
CPT0081620001
Normal
-0.3
CPT0001510001
Normal
-0.3
CPT0077140001
Normal
-0.3
CPT0089480003
Normal
-0.3
CPT0001190001
Normal
-0.3
CPT0088570001
Normal
-0.3
CPT0006900003
Tumor
-0.3
CPT0063330001
Normal
-0.4
CPT0092800003
Normal
-0.4
CPT0065450001
Normal
-0.4
CPT0088920001
Normal
-0.4
CPT0078670001
Normal
-0.4
CPT0007870001
Normal
-0.4
CPT0079000001
Normal
-0.5
CPT0010170001
Normal
-0.5
CPT0012290003
Normal
-0.5
CPT0014470001
Normal
-0.6
CPT0088640003
Normal
-0.6
CPT0064400001
Normal
-0.6
CPT0086830003
Normal
-0.6
CPT0014350001
Normal
-0.6
CPT0018250001
Normal
-0.8
CPT0000890001
Normal
-0.8
CPT0012090003
Normal
-0.9
CPT0000640003
Tumor
-1.5
CPT0065690003
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0002270011
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0009000003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0014130001
Normal
N/A
CPT0025290003
Tumor
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0025350003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0081880003
Tumor
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0079430001
Normal
N/A
CPT0025060001
Normal
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
