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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.
NAT14 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
12.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
63.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
45.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
33.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
30.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
30.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
24.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
22.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
22.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
21.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
20.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
20.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
20.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
18.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
18.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
16.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
16.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
16.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
16.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
15.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
15.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
14.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
14.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
14.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
13.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
13.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
12.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
12.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
12.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
11.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
11.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
10.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
10.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
9.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
9.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
8.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
8.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
8.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
8.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
7.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
7.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
7.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
6.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
6.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
6.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
6.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
6.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
6.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
6.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
6.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
6.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
6.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
5.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
5.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
4.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
4.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
4.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
3.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
3.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
3.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
2.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
2.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
2.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
1.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 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.
NAT14 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
15.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
337.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
68.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
59.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
58.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
57.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
56.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
55.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
54.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
53.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
53.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
45.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
43.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
42.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
41.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
40.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
40.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
38.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
37.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
37.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
36.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
36.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
35.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
35.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
35.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
34.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
34.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
34.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
34.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
34.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
33.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
32.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
32.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
32.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
32.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
31.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
31.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
31.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
31.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
30.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
30.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
30.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
30.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
30.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
30.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
28.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
28.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
28.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
28.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
27.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
27.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
27.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
27.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
27.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
27.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
27.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
26.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
26.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
26.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
26.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
26.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
26.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
26.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
26.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
25.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
25.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
25.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
25.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
25.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
25.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
25.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
25.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
25.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
25.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
25.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
24.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
24.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
24.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
24.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
24.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
24.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
24.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
23.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
23.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
23.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
23.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
23.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
23.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
22.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
22.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
22.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
22.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
22.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
21.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
21.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
21.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
21.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
21.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
21.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
21.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
21.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
21.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
20.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
20.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
20.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
20.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
20.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
20.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
20.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
20.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
20.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
20.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
20.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
20.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
20.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
20.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
20.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
19.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
19.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
19.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
19.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
19.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
19.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
19.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
19.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
19.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
19.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
19.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
19.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
19.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
19.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
18.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
18.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
18.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
18.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
18.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
18.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
18.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
18.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
18.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
18.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
18.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
18.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
18.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
17.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
17.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
17.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
17.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
17.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
17.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
17.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
17.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
17.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
17.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
17.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
17.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
17.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
16.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
16.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
16.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
16.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
16.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
16.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
16.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
16.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
16.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
16.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
16.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
16.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
16.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
16.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
16.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
16.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
16.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
16.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
16.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
16.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
16.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
16.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
16.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
16.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
16.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
15.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
15.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
15.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
15.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
15.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
15.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
15.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
15.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
15.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
15.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
15.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
15.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
15.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
15.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
15.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
15.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
15.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
15.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
14.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
14.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
14.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
14.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
14.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
14.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
14.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
14.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
14.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
14.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
14.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
14.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
14.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
14.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
14.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
14.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
14.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
14.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
14.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
14.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
14.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
14.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
14.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
13.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
13.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
13.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
13.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
13.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
13.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
13.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
13.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
13.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
13.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
13.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
13.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
13.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
13.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
13.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
13.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
13.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
13.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
13.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
13.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
13.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
13.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
13.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
13.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
12.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
12.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
12.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
12.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
12.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
12.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
12.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
12.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
12.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
12.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
12.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
12.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
12.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
12.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
12.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
12.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
12.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
12.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
12.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
12.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
12.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
12.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
12.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
12.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
12.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
12.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
12.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
12.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
12.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
12.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
12.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
11.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
11.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
11.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
11.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
11.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
11.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
11.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
11.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
11.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
11.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
11.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
11.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
11.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
11.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
11.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
11.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
11.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
11.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
11.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
11.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
11.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
11.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
11.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
11.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
11.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
11.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
11.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
11.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
11.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
10.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
10.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
10.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
10.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
10.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
10.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
10.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
10.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
10.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
10.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
10.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
10.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
10.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
10.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
10.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
10.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
10.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
10.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
10.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
10.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
10.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
10.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
10.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
10.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
10.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
10.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
10.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
10.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
10.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
10.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
10.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
10.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
10.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
10.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
10.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
9.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
9.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
9.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
9.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
9.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
9.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
9.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
9.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
9.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
9.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
9.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
9.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
9.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
9.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
9.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
9.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
9.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
9.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
9.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
9.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
9.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
9.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
9.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
9.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
9.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
9.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
9.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
8.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
8.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
8.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
8.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
8.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
8.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
8.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
8.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
8.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
8.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
8.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
8.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
8.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
8.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
8.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
8.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
8.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
8.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
8.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
8.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
8.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
8.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
8.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
8.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
7.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
7.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
7.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
7.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
7.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
7.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
7.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
7.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
7.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
7.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
7.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
7.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
7.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
7.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
7.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
7.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
7.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
7.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
7.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
7.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
7.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
7.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
7.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
7.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
7.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
7.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
7.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
7.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
7.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
6.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
6.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
6.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
6.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
6.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
6.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
6.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
6.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
6.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
6.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
6.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
6.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
6.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
6.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
6.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
6.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
6.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
6.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
6.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
6.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
6.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
6.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
6.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
6.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
6.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
6.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
6.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
6.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
6.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
6.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
6.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
5.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
5.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
5.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
5.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
5.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
5.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
5.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
5.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
5.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
5.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
5.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
5.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
5.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
5.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
5.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
5.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
5.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
4.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
4.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
4.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
4.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
4.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
4.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
4.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
4.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
4.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
4.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
4.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
4.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
4.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
4.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
4.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
4.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
4.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
4.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
4.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
4.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
4.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
4.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
3.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
3.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
3.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
3.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
3.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
3.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
3.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
3.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
3.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
3.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
3.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
3.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
2.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
2.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
2.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
2.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
1.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
1.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
1.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
1.0
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.
NAT14 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
17.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
57.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
49.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
47.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
44.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
43.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
43.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
43.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
39.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
37.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
35.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
34.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
34.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
33.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
32.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
32.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
30.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
27.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
27.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
26.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
26.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
25.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
25.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
25.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
24.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
23.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
23.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
22.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
22.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
22.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
22.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
21.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
21.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
20.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
20.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
20.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
19.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
19.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
19.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
19.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
18.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
17.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
17.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
17.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
17.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
17.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
17.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
16.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
16.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
15.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
14.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
13.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
13.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
13.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
13.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
12.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
12.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
11.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
11.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
11.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
11.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
10.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
10.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
10.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
10.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
10.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
10.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
10.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
10.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
10.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
9.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
9.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
9.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
9.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
9.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
9.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
9.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
9.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
8.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
8.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
8.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
8.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
8.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
7.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
7.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
7.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
7.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
7.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
7.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
7.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
6.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
6.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
5.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
5.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
4.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
4.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
4.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
3.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
3.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
2.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 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.
NAT14 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
31.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
177.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
134.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
110.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
104.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
92.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
91.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
85.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
78.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
78.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
74.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
74.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
73.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
73.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
72.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
71.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
71.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
70.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
70.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
70.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
69.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
68.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
67.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
67.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
65.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
64.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
64.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
63.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
60.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
59.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
59.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
58.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
58.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
57.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
56.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
55.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
55.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
54.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
53.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
53.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
52.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
52.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
52.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
51.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
51.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
50.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
49.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
49.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
48.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
48.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
47.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
47.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
47.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
46.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
45.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
45.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
45.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
45.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
45.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
45.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
44.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
44.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
44.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
44.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
43.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
43.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
43.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
42.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
42.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
42.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
41.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
41.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
41.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
41.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
40.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
40.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
39.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
39.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
39.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
38.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
38.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
37.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
37.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
36.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
36.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
36.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
36.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
36.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
36.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
36.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
36.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
36.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
36.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
36.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
35.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
35.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
35.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
35.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
34.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
34.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
34.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
34.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
33.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
33.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
33.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
33.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
33.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
33.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
33.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
32.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
32.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
32.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
31.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
31.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
31.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
31.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
31.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
31.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
31.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
31.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
31.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
31.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
30.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
30.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
29.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
29.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
29.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
29.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
29.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
28.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
28.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
28.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
28.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
28.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
28.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
27.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
27.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
27.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
27.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
27.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
27.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
27.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
27.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
26.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
26.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
26.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
25.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
25.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
25.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
25.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
25.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
25.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
24.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
24.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
24.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
24.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
24.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
23.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
23.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
23.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
23.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
23.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
23.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
23.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
23.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
22.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
22.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
22.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
22.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
22.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
22.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
22.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
22.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
22.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
22.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
22.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
22.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
21.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
21.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
21.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
21.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
21.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
21.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
21.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
20.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
20.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
20.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
20.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
20.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
20.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
19.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
19.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
19.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
19.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
19.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
19.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
19.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
18.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
18.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
18.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
18.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
18.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
18.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
18.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
18.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
18.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
17.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
17.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
17.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
17.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
17.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
17.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
17.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
17.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
17.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
16.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
16.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
16.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
16.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
16.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
16.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
15.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
15.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
15.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
15.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
15.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
14.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
14.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
14.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
13.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
13.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
13.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
13.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
12.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
12.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
12.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
12.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
12.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
12.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
11.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
11.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
11.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
11.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
11.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
11.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
11.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
11.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
10.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
10.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
10.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
10.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
9.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
9.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
9.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
9.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
9.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
9.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
9.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
8.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
8.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
8.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
8.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
8.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
8.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
8.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
8.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
7.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
7.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
6.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
6.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
6.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
5.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
5.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
4.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
3.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
3.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
2.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
2.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
2.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
2.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078800003
Tumor
1.7
CPT0066470004
Tumor
1.6
CPT0012640003
Normal
0.8
CPT0088550004
Tumor
0.8
CPT0011410003
Tumor
0.7
CPT0000890001
Normal
0.7
CPT0002350011
Tumor
0.7
CPT0017850003
Tumor
0.7
CPT0079380003
Tumor
0.6
CPT0079510001
Normal
0.6
CPT0001260009
Tumor
0.5
CPT0088500001
Normal
0.5
CPT0001500009
Tumor
0.5
CPT0014350001
Normal
0.5
CPT0012180003
Tumor
0.5
CPT0081880003
Tumor
0.5
CPT0092190003
Normal
0.4
CPT0001510001
Normal
0.4
CPT0069000003
Tumor
0.4
CPT0078930003
Tumor
0.4
CPT0089480003
Normal
0.4
CPT0025230003
Tumor
0.4
CPT0077110003
Tumor
0.4
CPT0084560003
Tumor
0.4
CPT0019160001
Normal
0.3
CPT0019990003
Tumor
0.3
CPT0002370001
Normal
0.3
CPT0023690003
Tumor
0.3
CPT0025290003
Tumor
0.3
CPT0065750003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0065820001
Normal
0.2
CPT0086820003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0063330001
Normal
0.2
CPT0088630003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0079000001
Normal
0.2
CPT0014450004
Tumor
0.2
CPT0076330003
Tumor
0.2
CPT0065930003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0088640003
Normal
0.1
CPT0001340003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0089460004
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0063630003
Tumor
0.1
CPT0012670003
Tumor
0.1
CPT0012080003
Tumor
0.0
CPT0025580004
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0086950003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0085670003
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0079300001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0064400001
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0088480003
Tumor
-0.1
CPT0069010001
Normal
-0.1
CPT0075130003
Tumor
-0.1
CPT0082010001
Normal
-0.1
CPT0078510003
Tumor
-0.1
CPT0084590001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0001270001
Normal
-0.1
CPT0075720003
Tumor
-0.1
CPT0078940001
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0088760003
Tumor
-0.1
CPT0075170001
Normal
-0.1
CPT0078670001
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0092790003
Tumor
-0.2
CPT0088570001
Normal
-0.2
CPT0020130001
Normal
-0.2
CPT0088900003
Tumor
-0.2
CPT0077140001
Normal
-0.2
CPT0012280003
Tumor
-0.2
CPT0015730003
Tumor
-0.2
CPT0075560003
Tumor
-0.2
CPT0088690003
Tumor
-0.2
CPT0088780001
Normal
-0.2
CPT0065870003
Tumor
-0.2
CPT0007470001
Normal
-0.2
CPT0089040001
Normal
-0.3
CPT0064370003
Tumor
-0.3
CPT0000640003
Tumor
-0.3
CPT0007860003
Tumor
-0.3
CPT0010160003
Tumor
-0.3
CPT0077500001
Normal
-0.3
CPT0078530001
Normal
-0.3
CPT0079270003
Tumor
-0.3
CPT0012770003
Normal
-0.3
CPT0012570003
Normal
-0.3
CPT0075570001
Normal
-0.3
CPT0010170001
Normal
-0.3
CPT0012290003
Normal
-0.3
CPT0018250001
Normal
-0.3
CPT0079480003
Tumor
-0.3
CPT0092160003
Tumor
-0.3
CPT0063640001
Normal
-0.3
CPT0006530001
Normal
-0.4
CPT0024670003
Tumor
-0.4
CPT0015810003
Tumor
-0.4
CPT0012550003
Tumor
-0.4
CPT0020020001
Normal
-0.4
CPT0011240003
Tumor
-0.4
CPT0006440003
Tumor
-0.4
CPT0081990003
Tumor
-0.5
CPT0086030003
Tumor
-0.5
CPT0086970003
Normal
-0.5
CPT0013790003
Normal
-0.5
CPT0076350001
Normal
-0.5
CPT0025610001
Normal
-0.5
CPT0024680001
Normal
-0.5
CPT0081620001
Normal
-0.5
CPT0010110003
Tumor
-0.5
CPT0026410003
Tumor
-0.5
CPT0000870016
Tumor
-0.5
CPT0006950001
Normal
-0.5
CPT0026420001
Normal
-0.6
CPT0063320003
Tumor
-0.6
CPT0078840001
Normal
-0.6
CPT0078830003
Tumor
-0.6
CPT0007320003
Tumor
-0.6
CPT0010120001
Normal
-0.6
CPT0023710001
Normal
-0.7
CPT0012090003
Normal
-0.7
CPT0088970003
Tumor
-0.7
CPT0019130003
Tumor
-0.7
CPT0066430001
Normal
-0.7
CPT0081600003
Tumor
-0.8
CPT0025350003
Tumor
-0.8
CPT0020120003
Tumor
-0.8
CPT0014370004
Tumor
-0.9
CPT0078990003
Tumor
-0.9
CPT0001350001
Normal
-0.9
CPT0001180009
Tumor
-1.0
CPT0078660003
Tumor
-1.1
CPT0012370003
Tumor
-1.1
CPT0086870003
Tumor
-1.1
CPT0079180003
Tumor
-1.2
CPT0000790001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0006730001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0002270011
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0069160003
Tumor
N/A
CPT0009000003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0066520001
Normal
N/A
CPT0006630003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0014130001
Normal
N/A
CPT0065450001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0092740003
Normal
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.
The Human Protein Atlas project is funded
